Patterns of gay and lesbian partnering in the larger metropolitan areas of the United States.Since the 1990s, there has been increased interest in the trends and patterns of gay and lesbian cohabitation A living arrangement in which an unmarried couple lives together in a long-term relationship that resembles a marriage. Couples cohabit, rather than marry, for a variety of reasons. They may want to test their compatibility before they commit to a legal union. , a phenomenon known also as same-gender (or sex) unmarried partnering. According to according to prep. 1. As stated or indicated by; on the authority of: according to historians. 2. In keeping with: according to instructions. 3. data from the 1990 U.S. census, households headed by same-gender unmarried partners represented as much as one sixth of one percent of all households enumerated This term is often used in law as equivalent to mentioned specifically, designated, or expressly named or granted; as in speaking of enumerated governmental powers, items of property, or articles in a tariff schedule. (Fields & Clark, 1999). Data from the 2000 Census indicate a significant increase from 1990 in the actual numbers of gay and lesbian couples who report themselves in the Census (Armas The Arma people are an ethnic group of the middle Niger River valley, decended in part from Moroccan - Spanish invaders of the 16th century CE. The name, applied by other groups, derives from the Spanish word for firearms, which they introduced into the region. , 2001; Cohn, 2001; Gillman & Langford There are several places named Langford:
People:
Irish political leader. He founded the Catholic Association (1823) and worked tirelessly for Catholic emancipation and reform of the Irish government. , 2003; Smith & Gates, 2001). The increased interest in the distributional patterns of gay and lesbian partnering is associated with increases in the visibility of gays and lesbians. For example, the homosexual homosexual /ho·mo·sex·u·al/ (-sek´shoo-al) 1. pertaining to, characteristic of, or directed toward the same sex. 2. one who is sexually attracted to persons of the same sex. community has become a political force on the national scene and in many large cities, pushing for local and national laws dealing with inheritance inheritance, in law inheritance, in law: see heir. inheritance, in biology inheritance, in biology: see heredity. inheritance Devolution of property on an heir or heirs upon the death of its owner. and health benefits, among other issues (Castells Castells is a Spanish surname and can refer to:
New York, Middle Atlantic state of the United States. It is bordered by Vermont, Massachusetts, Connecticut, and the Atlantic Ocean (E), New Jersey and Pennsylvania (S), Lakes Erie and Ontario and the Canadian province of , Houston Houston, city (1990 pop. 1,630,553), seat of Harris co., SE Tex., a deepwater port on the Houston Ship Channel; inc. 1837. Economy The fourth largest city in the nation and the largest in the entire South and Southwest, Houston is a port of entry; , and Los Angeles Los Angeles (lôs ăn`jələs, lŏs, ăn`jəlēz'), city (1990 pop. 3,485,398), seat of Los Angeles co., S Calif.; inc. 1850. , among others--are often the gay spaces that receive the most national attention. But there are concentrations of gays and lesbians in virtually all metropolitan areas of the country. However, with but a few exceptions (Black, Gates, Sanders San´ders n. 1. An old name of sandalwood, now applied only to the red sandalwood. See under Sandalwood. , & Taylor Taylor, city (1990 pop. 70,811), Wayne co., SE Mich., a suburb of Detroit adjacent to Dearborn; founded 1847 as a township, inc. as a city 1968. A small rural village until World War II, it developed significantly in the second half of the 20th cent. , 2000, 2002; Poston et al., 2003), there has been little effort among social scientists to index these concentrations and examine the extent to which the indexes are associated with the social, ecological ecological emanating from or pertaining to ecology. ecological biome see biome. ecological climax the state of balance in an ecosystem when its inhabitants have established their permanent relationships with each , and political characteristics of the areas. In this paper we used data from the 5% Public Use Microdata Microdata Corporation was an Irvine, California based computer company, developing hardware and operating systems to run its REALITY environment. It later was taken over by its International distributor CMC Leasings, which in turn was taken over in 1983 by McDonnell Douglas Samples (PUMS PUMS Public-Use Microdata Samples (US Census Bureau) ) of the 1990 U.S. Decennial de·cen·ni·al adj. 1. Relating to or lasting for ten years. 2. Occurring every ten years. n. A tenth anniversary. Census. We developed for all 92 metropolitan areas of the U.S. with populations in 1990 of 500,000 or more several indexes of homosexual partnering, one set for gay men and a second for lesbians. These indexes are based on information from the 1990 census questionnaire pertaining per·tain intr.v. per·tained, per·tain·ing, per·tains 1. To have reference; relate: evidence that pertains to the accident. 2. to two-person households with two same-sex same-sex adj. 1. Involving or restricted to members of the same sex: same-sex schools. 2. Of or involving gay men or lesbians: same-sex couples; same-sex marriage. adults in which one identifies him(her)self as the "unmarried partner" of the other. At the time this paper was written (August of 2003), the development of similar indexes using 2000 data was not possible. It will be possible to develop similar kinds of indexes with data from the 2000 U.S. Census when the requisite sample data are released. In the 1990 census questionnaire, one person in each household was designated as the householder; this person was "the member (or one of the members) of the household in whose name the home is owned, being bought or rented" (Barrett Barrett (sometimes spelled Barret or Barratt) is a surname that has been associated with several different people, places and organisations: Barrett is a popular surname in south and west Ireland. , 1994, p. 16). A subsequent census question asked every other person in the household about his or her relationship to the householder. Among the responses was unmarried partner. From the 1990 5% PUMS we selected all two-person households in which the second member identified him(her)self as the unmarried partner of the householder, in which both the householder and the partner were of the same sex, and in which both persons were age 18 or older. We constructed four indexes for unmarried partners who are both male and four for unmarried partners who are both female. Three of the four indexes for both genders differ only in denominator denominator the bottom line of a fraction; the base population on which population rates such as birth and death rates are calculated. denominator ; the other index is a relative measure that compares the concentration in the metropolitan area to that in the country as a whole. After constructing these indexes of homosexual partnering for each large metropolitan area, we proposed and tested hypotheses to account for variability among and between the indexes, as well as between the indexes and ecological characteristics of the metropolitan areas. DATA Census Data Before the 1990 U.S. census, the development of spatial indexes Spatial indexes are used by spatial databases to optimize spatial queries. Indexes used by non-spatial databases cannot effectively handle features such as how far two points differ and whether points fall within a spatial area of interest. for the lesbian and gay populations would have been difficult, if not impossible, and could only have been done by indirect means. In 1982, for instance, Castells and Murphy noted that "there is no statistical source that provides information on sexual preferences of residents of specific urban area ... such an obstacle appears overwhelming to the researcher trying to understand the spatial dynamics of the emerging gay culture" (1982, p. 238). This all changed in 1990 when the federal government decided that data were needed on the patterns of heterosexual heterosexual /het·ero·sex·u·al/ (-sek´shoo-al) 1. pertaining to, characteristic of, or directed toward the opposite sex. 2. one who is sexually attracted to persons of the opposite sex. cohabitation and added the unmarried partner response to the standard "relationship to head of household" question in the 1990 census questionnaire. In the 1980s, for instance, demographers had reported increases in the prevalence of heterosexual cohabitation (Bumpass & Sweet, 1989). But there was no way then to adequately gauge the actual levels of this phenomenon with decennial census data; there was no way to identify persons in the household who were unrelated to the head of household but who had a marriage-like relationship with the householder. For instance, in the 1980 census, one of the responses to the relationship to the head of household question was "roommate"; persons indicating this response had no blood relationship to the householder, but may or may not have had a marriage-like (i.e., an emotional) relationship with the householder. As Black et al. (2000) wrote, "before 1990, couples living outside marriage in marriage-like relationships were not identified separately from (unrelated) individuals living together as roommates" (p. 140). Fortunately, census procedures permitted respondents In the context of marketing research, a representative sample drawn from a larger population of people from whom information is collected and used to develop or confirm marketing strategy. to check the unmarried partner response irrespective of irrespective of prep. Without consideration of; regardless of. irrespective of preposition despite whether his or her sex was the same as that of the householder. Thus, researchers are able now to use these data to obtain information on gay and lesbian partnering. Limitations of the Data The use of these decennial census data as measures of the prevalence of gay men and lesbians in a given area has some pitfalls. First, there may be a misunderstanding of the term unmarried partner. The Census Bureau Noun 1. Census Bureau - the bureau of the Commerce Department responsible for taking the census; provides demographic information and analyses about the population of the United States Bureau of the Census defines an unmarried partner as "a person who is not related to the householder and who shares living quarters, and who has a close personal relationship with the householder," as opposed to a housemate house·mate n. One who shares a house with another. Noun 1. housemate - someone who resides in the same house with you or roommate who "is not related to the householder and who shares living quarters primarily in order to share expenses" and as opposed to a roomer, a boarder, or a lodger An occupant of a portion of a dwelling, such as a hotel or boardinghouse, who has mere use of the premises without actual or exclusive possession thereof. Anyone who lives or stays in part of a building that is operated by another and who does not have control over the rooms therein. of the householder (U.S. Bureau of the Census Noun 1. Bureau of the Census - the bureau of the Commerce Department responsible for taking the census; provides demographic information and analyses about the population of the United States Census Bureau , 1992, p. B 15). However, some people may not define a close personal relationship as necessarily sexual. For example, Phua and Kaufman (1999) found in the 1990 census partnering data for New York some householders with same-gender unmarried partners who were younger than 18, and other householders with more than one same-gender unmarried partner; they found still other householders with one same-gender unmarried partner and an opposite-gender person reporting being currently married to the householder. They reported that "one cannot simply dismiss these variations as misreporting which would be superimposing one's interpretation of what 'unmarried partners' meant to these individuals" (Phua & Kaufman, 1999, p. 365). However, Black et al. (2000) have argued that these census data may indeed be quality data for gay and lesbian unmarried partners. They have written that they read the evidence as suggesting that virtually none of the misclassification of "unmarried partner" status is due to a random error or to confusion about the term, but is due instead to mistakes concerning the relationship of an individual to the householder, if in fact "unmarried partnership" was generally being interpreted correctly, then misclassification is negligible when, as in the case for the vast majority of gay and lesbian couples, there are only two adults in the household. (p. 147) Chevan (1996) nevertheless has argued that heterosexual unmarried partners may indeed mark "housemate/roommate" to avoid taboos associated with cohabitation, and this could be even more prevalent among same gender partners (Spanier Spanier means "man from Spain" in German and may refer to as a surname:
`, tə–), prohibition of an act or the use of an object or word under pain of punishment. associated with
marking unmarried partner on the census questionnaire.Another question we need to ask is whether data on same sex unmarried partners are the same as data on self-reported gay and lesbian couples. Phua and Kaufman (1999) have written that same-gender unmarried partners may not self-identify as gay or lesbian. They write, "[B]y using the census data, one cannot assert that same-sex cohabiters are either gay men or lesbians" (pp. 376-377). While self-identification self-i·den·ti·fi·ca·tion n. Identification of oneself with another person or thing. is an important consideration for gays and lesbians, Black et al. (2000) compared the number of self-reported gays and lesbians in the General Social Survey (GSS (storage) GSS - Group-Sweeping Scheduling. ) and some other surveys with the numbers of same-gender unmarried partners reported in the 1990 U.S. census. They found that "roughly 35% of men living as partnered same-sex couples A same-sex couple is a pair of people of the same gender who pursue a romantic or sexual relationship together. The term "same-sex relationship" may be used when the sexual orientation of participants in a same-sex relationship is not known. are recorded in the Census; for women the corresponding fraction is 29%," which is lower than the GSS estimated rates (Black et al., 2000, p. 147). Certainly, therefore, the number of gay and lesbian unmarried partners reported in the census data are underestimates of the numbers of self-reported gays and lesbians (Fields & Clark, 1999; Smith & Gates, 2001). Another problem arises with regard to the editing practices of the Census Bureau. Following the stipulations of the Federal Defense of Marriage Act, the U.S. Congress defines marriage as a relationship involving opposite sex people. If a person marks his or her relationship to a householder who also is of the same gender as husband or wife, the Census Bureau is required to edit this respondent In Equity practice, the party who answers a bill or other proceeding in equity. The party against whom an appeal or motion, an application for a court order, is instituted and who is required to answer in order to protect his or her interests. into the unmarried partner category. Fields and Clark (1999) examined the editing process of the Census 2000 dress rehearsals dress rehearsal n. A full, uninterrupted rehearsal of a play with costumes and stage properties. dress rehearsal Noun 1. conducted in April 1998 in Sacramento, California “Sacramento” redirects here. For other uses, see Sacramento (disambiguation). Sacramento is the capital of the State of California and the county seat of Sacramento County. , and in South Carolina South Carolina, state of the SE United States. It is bordered by North Carolina (N), the Atlantic Ocean (SE), and Georgia (SW). Facts and Figures Area, 31,055 sq mi (80,432 sq km). Pop. (2000) 4,012,012, a 15. . They found that same-sex couples who marked spouse spouse A legal marriage partner as defined by state law were older, had children, owned property, and were less likely to have moved in the last 5 years. They wrote: "[I]t is clear from the examination of these unedited data that households which are identified as 'married couple' same gender households are a distinct group from households which are identified as unmarried partner same gender households" (p. 10). Thus, it would appear that the editing of "married" couples of the same gender into the unmarried partner category may result in inflating the numbers as well as ascribing demographic characteristics which are different for both married couples and unmarried partners of the same gender. Of course, a major problem using the 1990 decennial census data to develop a sample of gay men and lesbians is that the resulting data are "not a random sample of people who would identify themselves as gay or lesbian, nor ... a sample of those who have engaged in same-sex sex, because the sample (by definition) contains only individuals who are involved in a cohabiting relationship" (Black et al., 2000, p. 140). The counts of gays and lesbians we developed thus are conservative estimates of the actual numbers of gays and lesbians in the population. We noted earlier that Black et al. (2000) have examined the coverage of gays and lesbians in other national data-sets and have concluded that "only about one-third of gay and lesbian couples report themselves as such in the census" (p. 153). Although social scientists have noted the above methodological issues, we still hold that the same-sex unmarried partner data cannot be dismissed. Black et al. (2000) have noted that the number of gay and lesbian unmarried partners may not reflect the entire population of gays and lesbians, but it may be reasonable to believe that the gay and lesbian unmarried partners in the sample are more likely to be "out" because of their having marked the unmarried partner response on the census form. However, a comparison of the census data with other data sets such as the GSS allows one to conclude that the census data are somewhat less efficient in enumerating and describing the number of gay or lesbian couples. Therefore, the number of gay and lesbian unmarried partners represented in the census data is certainly an underestimate of the total population of gays and lesbians. However, our concern is not so much with the number of gay and lesbian partners counted in the census data, but with the variation in the indexes of gay and lesbian partners within and among the U.S. metropolitan areas. Therefore, our intention in this study was to develop indexes of gay and lesbian partnering in large metropolitan areas and to relate the variation in these indexes with each other as well as with the variation in ecological characteristics of the areas. Our concern thus has to do with the validity of the variation in the gay and lesbian rates across the metropolitan areas. How valid is this variation? There are no reliable data available to answer this question. There are no data other than census data "for calculating even the most rudimentary rudimentary /ru·di·men·ta·ry/ (roo?di-men´tah-re) 1. imperfectly developed. 2. vestigial. ru·di·men·ta·ry adj. 1. statistics on the (geographic) locations of the gay and lesbian populations" (Black et al., 2000, p. 149). However, one can examine the face validity face validity (fāsˑ v n of the census-developed geographical distribution the natural arrangements of animals and plants in particular regions or districts. See under Distribution. See also: Distribution Geographic data of the homosexual population by relating its variation with that of the spatial distribution of AIDS deaths. Black et al. (2000) have done this and have shown the two to be highly correlated cor·re·late v. cor·re·lat·ed, cor·re·lat·ing, cor·re·lates v.tr. 1. To put or bring into causal, complementary, parallel, or reciprocal relation. 2. . We have extended the work of Black et al. (2000) regarding the validity of census-based statistics on the homosexual populations of the U.S. metropolitan areas. For each of the 92 metropolitan areas in our sample, we took the count of reported AIDS cases for 1981 to 1990 and divided this number by the number of unmarried men ages 15 and over. We then correlated these AIDS proportions with the homosexual partnering indexes for the metropolitan areas. Our correlations were in the range of .30 to .40. These tests somewhat increase our confidence in the quality of the gay and lesbian data obtained via the 1990 decennial census, particularly the validity of the geographical distribution of these data. We turn next to the development of indexes of the gay and lesbian population for the major metropolitan areas. INDEXES OF THE GAY AND LESBIAN PARTNERING POPULATIONS Prior Research on Index Construction With the exception of the above-cited A`bove´-cit`ed a. 1. Cited before, in the preceding part of a book or writing. analyses by Black et al. (2000, 2002) and Poston et al. (2003), we know of no studies in the social science literature that attempt to develop indexes of the prevalence of the homosexual population. The study by Black et al. (2000) is extensive and well-known well-known adj. 1. Widely known; familiar or famous: a well-known performer. 2. Fully known: well-known facts. . They developed gay and lesbian partnering indexes for the 20 metropolitan areas with the largest gay and lesbian populations. They first used the 5% Public Use Microdata Samples (PUMS) from the 1990 census to obtain data on gays and lesbians who were in what they termed "marriage-like" relationships. They next examined the geographic distributions of the gays and lesbians in their sample. They found that almost 60% of their gay sample resided in 20 metropolitan areas, and that over 45% of their lesbian sample resided in 20 metropolitan areas (16 of which were among the 20 inhabited in·hab·it·ed adj. Having inhabitants; lived in: a sparsely inhabited plain. Adj. 1. inhabited - having inhabitants; lived in; "the inhabited regions of the earth" by gays). Their data indicated that Los Angeles contained 9.8% of all the gay partners in their sample, New York 8.4%, and San Francisco 7.9%. The same three cities The Three Cities is a collective description of the three fortified cities of Cospicua, Vittoriosa, and Senglea on the Island of Malta, which are enclosed by the massive line of fortification created by the Knights of St John, the Cottonera Lines. also contained the most lesbian partners of all the cities in the U.S.: New York, 6%, Los Angeles, 5.4%, and San Francisco, 3.4%. Their data are interesting in their own right and provide further evidence that the census data on gays and lesbians do not consist "predominantly pre·dom·i·nant adj. 1. Having greatest ascendancy, importance, influence, authority, or force. See Synonyms at dominant. 2. of mis-recorded opposite sex couples" (Black et al., 2000, p. 148). However, their percentage indexes are highly associated with the size of the cities. The largest cities tend to have the largest numbers of gay and lesbian partners. Development of Numerators and Indexes We began our data-gathering by first identifying the largest metropolitan areas in the U.S. as those with total populations in 1990 of at least 500,000 persons; there are 92 such metropolitan areas (they are listed alphabetically al·pha·bet·i·cal also al·pha·bet·ic adj. 1. Arranged in the customary order of the letters of a language. 2. Of, relating to, or expressed by an alphabet. in the Appendix). For each of these areas we then used the 5% PUMS from the 1990 census and extracted all two-person households in which the second member identified him(her)self as the unmarried partner of the householder, in which both the householder and the partner were of the same gender, and in which both persons were of age 18 or greater. For each metropolitan area we multiplied mul·ti·ply 1 v. mul·ti·plied, mul·ti·ply·ing, mul·ti·plies v.tr. 1. To increase the amount, number, or degree of. 2. Mathematics To perform multiplication on. the number of male-male households by 2 to produce an estimate of the number of gay male partners for the area; we did the same for the number of female-female households to obtain an estimate of the number of lesbian partners for the area. These data constituted the samples of gay and lesbian partners for each of the 92 metropolitan areas. How should one index the prevalence of gay and lesbian partners in a metropolitan area? One way would be to produce incidence rates by determining the number of gays or lesbians out of those who comprise the demographic and statistical population from which gays and lesbians are drawn. In demography demography (dĭmŏg`rəfē), science of human population. Demography represents a fundamental approach to the understanding of human society. , a rate is defined as the number of persons experiencing an event at a given time (the numerator numerator the upper part of a fraction. numerator relationship see additive genetic relationship. numerator Epidemiology The upper part of a fraction ) divided by the population at risk of the event (the denominator). For example, a rate of first marriage for an area is the number of persons in the area in a given year marrying for the first time divided by the total number of unmarried persons in the population of the area above a certain age, usually 18. Likewise an out-migration rate for an area in a given period of time is the number of persons moving from the area in a given period divided by the number of persons living in the area at the start of the period (see Hinde, 1998, pp. 80-81,193). These rates measure the incidence or prevalence of first marriages and out-migrations occurring in the area. Geographical areas may then be ranked on the basis of the numbers of first marriages or out-migrations per 1,000 persons who are at the risk of a first marriage or an out-migration. It is important when calculating incidence or prevalence rates that the persons in the numerator correspond with those in the denominator; that is, the denominator should include the persons in the numerator. This is known as the principle of correspondence (Hinde, 1998, p. 4). Four Indexes of Gay and Lesbian Partnering Following the above examples, one way to develop a rate of gay (or lesbian) partnering for an area at a particular time would be to divide the number of gay (lesbian) partners by the number of unmarried males (females) in the population of people age 18 or older. The denominator would be restricted to unmarried persons, because according to the statistical and demographic definitions used here as well as Census Bureau coding procedures, married persons are by definition heterosexual and would thus not be "at risk" (in a statistical sense) of being a gay or lesbian partner. Thus, our first index of gay (lesbian) partnering, Gay (Lesbian) Index 1, is a straightforward rate with the statistically and demographically most appropriate denominator, namely unmarried males (females) ages 18 and up. The denominator is most appropriate because only unmarried persons are statistically at risk of being in the numerator. This index is defined as follows: Gay (Lesbian) Index 1 = [# of gay (lesbian) partners/# of unmarried males (females) age 18] 1,000 We used the constant of 1,000 so the rate would be expressed as a whole number rather than as a proportion. The first two rows of Table 1 present descriptive information on this first set of indexes for the gay and lesbian populations. The first two data columns of the Appendix list the values for this index for gays and lesbians for each of the 92 metropolitan areas. Index 1 for gays had a mean value among the 92 metropolitan areas of 12.9 (Table 1). This means that across the largest metropolitan areas of the U.S. in 1990, there was an average of almost 13 gay cohabiters for every 1,000 unmarried men of age 18 or over. San Francisco had the highest value on Gay Index 1 with a score of almost 102; for every 1,000 unmarried men of age 18 and over in San Francisco in 1990, 102 of them (more than 10%) were in a gay partnering relationship. Birmingham Birmingham, cities, United States Birmingham (bûr`mĭnghăm') 1 City (1990 pop. 265,968), seat of Jefferson co., N central Ala., in the Jones Valley near the southern end of the Appalachian system; founded and inc. had the lowest Gay Index 1 value, less than 1 per 1,000. This first index for lesbians (Lesbian Index 1) had an average across the metropolitan areas of just under 10 per 1,000. San Francisco had the highest value of all the metropolitan areas with a score of 34.2; just over 3.4% of unmarried females age 18 and older in San Francisco were in lesbian partnering relationships. Birmingham had the lowest score, just slightly less than its lowest score on Gay Index 1. Our second gay (lesbian) index uses the same numerator as the first index, but its denominator is comprised of heterosexual partners. The index indicates the number of gay (lesbian) partners per 1,000 heterosexual partners. Following demographic convention, this index is a ratio, not a rate, because the denominator does not contain the population that is captured in the numerator. This second index of gay (lesbian) partnering, Gay (Lesbian) Index 2, is defined as follows: Gay (Lesbian) Index 2 = [# of gay (lesbian) partners/# of heterosexual partners] 1,000 Index 2 for gays (Gay Index 2) had a mean value among the 92 metropolitan areas of 31.6 (Table 1). Among the largest metropolitan areas of the U.S. in 1990, there were on average almost 32 gay cohabiters for every 1,000 heterosexual (unmarried) cohabiters. San Francisco had the highest value on Gay Index 2 and Bakersfield Bakersfield, city (1990 pop. 174,820), seat of Kern co., S central Calif., at the southern end of the San Joaquin valley; inc. 1898. It is an oil, mining, and agricultural center and one of the fastest-growing U.S. cities. the lowest. The third and fourth data columns of the Appendix show the values of this second index for the 92 metropolitan areas. The second index for lesbians had an average value among the 92 metropolitan areas of almost 23. San Francisco had the highest value with a score of over 82; for every 1,000 heterosexual cohabiters in San Francisco, there were almost 82 lesbian cohabiters. Birmingham had the lowest score. Our third gay (lesbian) partnering index employs the same numerator as the first two sets of indexes, but its denominator is less restrictive than that used in the first set: It includes all males (females) age 18 or over, not just those who are unmarried. Unlike Gay (Lesbian) Index 1, this third index does not exclude married people from the denominator. Gay (Lesbian) Index 3 is a rate and is defined as follows: Gay (Lesbian) Index 3 = [# of gay (lesbian) partners/total # of males (females) age 18+] 1,000 Since the denominator of Gay (Lesbian) Index 3 is so much larger than the denominator of Gay (Lesbian) Index 1 (because it also includes married persons), we have multiplied it by a constant of 100,000, instead of 1,000 as we did in the first set. The fifth and sixth data columns of the Appendix show the values of this third index for the 92 metropolitan areas. Gay Index 3 had an average score across the 92 metropolitan areas of 112.5 (see Table 1). For every 100,000 males age 18 and up there was an average of almost 113 gays in partnering relationships. San Francisco had the highest score of all the metropolitan areas, 898.9 gay partners per 100,000 males in the population; almost 0.9% of all males age 18 and older in San Francisco in 1990 were in gay partnering relationships. Bakersfield had the lowest score on this index. For lesbians, the mean value on this third index was 89. Across the 92 metropolitan areas, there was an average of 89 lesbian partners per 100,000 females age 18 and older. Boston Boston, town, England Boston, town (1991 pop. 26,495), E central England, on the Witham River. Boston's fame as a port dates from the 13th cent., when it was a Hanseatic port trading wool and wine. Having recovered from a decline in the 18th and 19th cent. had the highest value on Lesbian Index 3 (711) and Charleston Charleston, cities, United States Charleston. 1 City (1990 pop. 20,398), seat of Coles co., E Ill.; inc. 1835. Charleston is an industrial, rail, and trade center located in an agricultural area; shoes are also made. Eastern Illinois Univ. , South Carolina, had the lowest value. A fourth type of index is not a rate but a relative measure of the degree to which gay men and lesbians are overrepresented o·ver·rep·re·sent·ed adj. Represented in excessive or disproportionately large numbers: "Some groups, and most notably some races, may be overrepresented and others may be underrepresented" or underrepresented un·der·rep·re·sent·ed adj. Insufficiently or inadequately represented: the underrepresented minority groups, ignored by the government. in a given metropolitan area compared to all metropolitan areas with regard to the percentage of unmarried partners who are gay (or lesbian). It is analogous analogous /anal·o·gous/ (ah-nal´ah-gus) resembling or similar in some respects, as in function or appearance, but not in origin or development. a·nal·o·gous adj. to the index developed by Black et al. (2000, 2002). To calculate this set of indexes, we first determined for each metropolitan area the total number of unmarried partners, both homosexual and heterosexual. For each metropolitan area we then calculated the percentages of gay men and lesbians; the remaining partners were heterosexual unmarried partners. For example, in San Francisco, the percentage distribution of all unmarried partners in 1990 was gays, 18.6%; lesbians, 6.2%; and heterosexuals, 75.2%. We then determined the percentage distribution of unmarried partners for the sum of all 92 metropolitan areas. The results were gays, 3.7%; lesbians, 2.4%; and heterosexuals, 93.9%. For each metropolitan area we then subtracted the percentage of gay unmarried partners in all 92 metropolitan areas from the corresponding percentage in the given metropolitan area; this gave us a relative value of the percentage amount of the metropolitan area's overrepresentation or underrepresentation of gay partners compared to the percentage of gay partners in all the metropolitan areas together. These calculations produced index values of the percentage distribution of gay (or lesbian) partners that were adjusted on the basis of the percentage distribution of gay (or lesbian) partners in all the metropolitan areas. We refer to this index as Gay (Lesbian) Index 4, and it is defined as follows: Gay (Lesbian) Index 4 = % gay (lesbian) partners of all unmarried partners in the metropolitan area - % gay (lesbian) partners of all unmarried partners in all 92 metropolitan tan areas combined The value for San Francisco on Gay Index 4 was 14.9%. Thus, San Francisco's percentage of gay partners out of all unmarried partners is 14.9% greater than the percentage of gay partners out of all unmarried partners in all 92 areas combined. San Francisco's value of 14.9% on the Gay Index 4 was calculated by subtracting the value of the percentage of gay partners in all 92 metropolitan areas, 3.7%, from San Francisco's corresponding value of 18.6%, equaling 14.9%. The last two data columns of the Appendix show the values on this index for all 92 metropolitan areas. The bottom two rows of Table 1 display descriptive information for gays and lesbians for this fourth set of indexes. Across the 92 metropolitan areas, the average percentage of gay partners to all unmarried partners was 0.8 less than the corresponding percentage for all 92 areas. As just discussed, San Francisco had the highest Gay Index 4 value, and Bakersfield the lowest. Bakersfield's percentage of gay partners out of all unmarried partners was 3.1% less than the percentage of gay partners out of all unmarried partners in all 92 metropolitan areas. The mean score for lesbians on the fourth index was -0.3%. San Francisco had the highest score and Birmingham the lowest. Compared to the percentage distribution of lesbian partners out of all unmarried partners in all 92 metropolitan areas, lesbians were overrepresented in San Francisco by 3.8% and underrepresented in Birmingham by 1.8%. Relationships Among and Between the Indexes We produced four sets of index values, each representing in different statistical and conceptual ways the degree of prevalence of gay and lesbian partners in the 92 largest metropolitan areas of the U.S. in 1990. We next examined the extent to which these indexes were associated with one another. We first considered the relationships of the four gay indexes, and then the relationships of the four lesbian indexes. Finally, we considered the degree to which the gay indexes were related to the lesbian indexes. Table 2 is a matrix of zero-order correlations showing the relationships between the various indexes. The four gay indexes were highly correlated with one another. Of the six zero-order correlations involving the relationships between each pair of gay indexes, the highest was .995 between Gay Index 2 and Gay Index 4; the lowest was .692 between Gay Index 2 and Gay Index 3. The four lesbian indexes were also positively and highly correlated with each other, although the correlations were not quite as high as those for the four gay indexes. The correlations for the six pairs of lesbian indexes ranged from a low of .574 (Lesbian Index 1 with Lesbian Index 3) to a high of .992 (Lesbian Index 2 with Lesbian Index 4). For both the gay and lesbian index sets, the correlations between the second and fourth indexes were over .99, indicating that these two indexes were sharing the same variation. The relationships between the gay and lesbian versions of each of the four indexes were also strong and positive. We found a correlation of .709 between Gay Index 1 and Lesbian Index 1 ; a correlation of .702 between Gay Index 2 and Lesbian Index 2; a correlation of .817 between Gay Index 3 and Lesbian Index 3; and a correlation of .623 between Gay Index 4 and Lesbian Index 4. From a methodological perspective, the first set of indexes is better than the second and third sets because the denominator is statistically more defensible de·fen·si·ble adj. Capable of being defended, protected, or justified: defensible arguments. de·fen . On the other hand, the fourth set of indexes introduces an additional and very interesting consideration, that is, a relative dimension. The fourth set of indexes represents an adjustment indicating the greater or lesser prevalence of gays (or lesbians) in a given area compared to the prevalence of gays (or lesbians) in all the metropolitan areas combined. For both gays and lesbians, we obtained high correlations between the first and fourth indexes. Gay Index 1 correlated at .943 with Gay Index 4, and Lesbian Index 1 correlated at .871 with Lesbian Index 4. The variation for the first and fourth indexes for gays and lesbians was nearly the same, as was the variation for the second and fourth indexes. We will therefore use the first set of indexes as the preferred set. Considering the data values in the appendix table, the large majority of metropolitan areas (68 of the 92) had Gay Index 1 values larger than their Lesbian Index 1 values. Only 17 metropolitan areas had lesbian index values larger than their gay index values. Eight metropolitan areas (Bakersfield, Cleveland Cleveland, former county, England Cleveland, former county, NE England, created under the Local Government Act of 1972 (effective 1974). It was composed of the county boroughs of Hartlepool and Teeside and parts of the former counties of Durham and , Lowell Lowell, city (1990 pop. 103,439), a seat of Middlesex co., NE Mass., at the confluence of the Merrimack and Concord rivers; settled 1653, set off from Chelmsford 1826, inc. as a city 1836. , Louisville Louisville (l `ēvĭl), city (1990 pop. 269,063), seat of Jefferson co., NW Ky., at the Falls of the Ohio; inc. 1780. , Oklahoma
City Oklahoma City (1990 pop. 444,719), state capital, and seat of Oklahoma co., central Okla., on the North Canadian River; inc. 1890. The state's largest city, it is an important livestock market, a wholesale, distribution, industrial, and financial center, and a farm , Scranton Scranton, city (1990 pop. 81,805), seat of Lackawanna co., NE Pa., in a mountain region, on the Lackawanna River; settled in the 1700s, inc. 1866. Named for George W. , Syracuse Syracuse, city, ItalySyracuse (sĭr`əky s, –ky z), Ital. Siracusa, city (1991 pop. , and Tulsa Tulsa (tŭl`sə), city (1990 pop. 367,302), seat of Tulsa co., NE Okla., on the Arkansas River east of its junction with the Cimarron; inc. 1898. ) had Gay Index 1 values that were
essentially the same as their Lesbian Index 1 values. With a few
exceptions, notably San Francisco, the Gay Index 1 values were not
remarkably different from the corresponding Lesbian Index 1 values.
Metropolitan areas with high rates of gay partnering had high rates of
lesbian partnering, and areas with low gay rates had low lesbian rates.SOCIAL, ECOLOGICAL, AND POLITICAL CORRELATES OF HOMOSEXUAL PARTNERING We next turned to the issue of accounting for variation in the rates of gay and lesbian partnering, asking why San Francisco had the highest gay and lesbian partnering rates and why Birmingham had the lowest rates (for another view, see Black et al., 2002). Firey's (1945, 1947) work of several decades ago assisted in addressing the first part of the question. Firey noted that certain areas in Boston, particularly Beacon Hill Bea·con Hill An area of Boston, Massachusetts, noted for its historic residences, brick sidewalks, and picturesque mews. Noun 1. Beacon Hill - a fashionable section of Boston; site of the Massachusetts capital building and the Boston Common
Boston Common is a popular public park in Boston, Massachusetts. Dating from 1634, it is the oldest city park in the United States. Its area is 50 acres (202,000 m²). , tended to resist economic pressures for redevelopment because they carried symbolic and sentimental value sentimental value Noun the value of an article to a particular person because of the emotions it arouses . One could extend Firey's use of "sentiment as an ecological variable" to San Francisco and its high prevalence of homosexuals by noting that over time San Francisco has become a Mecca for homosexuals. Spaces in San Francisco, for instance the Castro Valley Castro Valley, uninc. city (1990 pop. 48,619), Alameda co., W Calif., near San Francisco Bay. Chiefly residential, it also has light industries. , have come to be known as sacred and sentimental sen·ti·men·tal adj. 1. a. Characterized or swayed by sentiment. b. Affectedly or extravagantly emotional. 2. Resulting from or colored by emotion rather than reason or realism. 3. sites for homosexuals, thus attracting homosexuals to San Francisco above and beyond the numbers expected on the basis of more rational kinds of considerations. However, the use of sentiment only goes so far. It is not of much utility in explaining why all 92 metropolitan areas in this study varied in the prevalence of homosexuals. Various social, ecological, and political considerations need to be introduced. We first proposed an ecological orientation for the theoretical justification of our hypotheses. Our investigation of reasons for the variability in rates of gay and lesbian partnering among the metropolitan areas assumed that the prevalence of gay and lesbian partnering in these areas was to a significant degree the result of migration. San Francisco's high prevalence of gay and lesbian partnering is not due to large numbers of gays and lesbians being born in San Francisco, but to large numbers moving to San Francisco. To assist in hypothesis development, we considered sociological human ecology Human ecology The study of how the distributions and numbers of humans are determined by interactions with conspecific individuals, with members of other species, and with the abiotic environment. and its specific focus on migration. From the perspective of human ecology, migration is the major mechanism of social change and adaptability a·dapt·a·ble adj. Capable of adapting or of being adapted. a·dapt a·bil for human populations.
Knowledge of migration patterns tells us about how "populations ...
maintain themselves in particular areas" (Hawley Hawley is a surname, and may refer to:
tr.v. re·dis·trib·ut·ed, re·dis·trib·ut·ing, re·dis·trib·utes To distribute again in a different way; reallocate. themselves to attain an equilibrium equilibrium, state of balance. When a body or a system is in equilibrium, there is no net tendency to change. In mechanics, equilibrium has to do with the forces acting on a body. between their overall size and the life chances available to them. Migration is the principal mechanism for effecting this adjustment because it is a demographic response attempting to preserve or attain the best possible living standard by reestablishing a balance between population size and organization (Poston, 1981, p. 138; Poston & Frisbie
Frisbie is a Chicago power pop quintet. The band is named after Steve Frisbie, one of the band's three singer-songwriters. , 1998, p. 30). The theoretical foundation of human ecology is based on the interdependence in·ter·de·pen·dent adj. Mutually dependent: "Today, the mission of one institution can be accomplished only by recognizing that it lives in an interdependent world with conflicts and overlapping interests" of the four conceptual rubrics of population, organization, environment, and technology. The interrelationships among and between these dimensions inform our understanding of migration patterns in the following way: All populations adapt to their environments, and these adaptations vary among populations according to their social and sustenance Sustenance Amalthaea goat who provided milk for baby Zeus. [Gk. Myth.: Leach, 41] ambrosia food of the gods; bestowed immortal youthfulness. [Gk. Myth. organization, their technology, and the size, composition, and distribution of their population. The environment is comprised of both social and physical factors and sets constraints CONSTRAINTS - A language for solving constraints using value inference. ["CONSTRAINTS: A Language for Expressing Almost-Hierarchical Descriptions", G.J. Sussman et al, Artif Intell 14(1):1-39 (Aug 1980)]. on the population and the form and characteristics of its organization. The technology at the population's disposal sets the boundaries for the form and type of environmental adaptation the population assumes. Human ecology posits that, of the three demographic processes, migration is the most efficient agent for returning the human ecosystem Human ecosystems are complex cybernetic systems that are increasingly being used by ecological anthropologists and other scholars to examine the ecological aspects of human communities in a way that integrates multiple factors as economics, socio-political organization, to a state of equilibrium or balance between its size and organization (Poston & Frisbie, 1998). A hypothesis typically investigated in ecological studies of migration (e.g., Frisbie & Poston, 1978; London London, city, Canada London, city (1991 pop. 303,165), SE Ont., Canada, on the Thames River. The site was chosen in 1792 by Governor Simcoe to be the capital of Upper Canada, but York was made capital instead. London was settled in 1826. , 1986; Poston & Frisbie, 1998; Saenz Saenz (pronounced sigh-nz) is a Spanish surname originating from the Castile region of Spain, now known as La Rioja. [1] History "Saenz", a modification of "Santo", which is a modification of the Italian form of the Late Latin name Sanctius meaning & Colberg Colberg is a surname, and may refer to:
A metropolitan area such as San Francisco has high rates of gay and lesbian partnering because of ecological factors that draw gay and lesbian migrants there, but also because of ecological considerations that draw migrants in general, not only homosexual migrants. An ecological factor that should tend to pull migrants in general to a metropolitan area is its level of sustenance-producing activities. Areas with low levels of unemployment should have higher migration rates than areas with high unemployment. It makes sense, therefore, to hypothesize hy·poth·e·size v. hy·poth·e·sized, hy·poth·e·siz·ing, hy·poth·e·siz·es v.tr. To assert as a hypothesis. v.intr. To form a hypothesis. that gays and lesbians as well as heterosexuals will be drawn to areas with an abundance Abundance See also Fertility. Amalthea’s horn horn of Zeus’s nurse-goat which became a cornucopia. [Gk. Myth.: Walsh Classical, 19] cornucopia conical receptacle which symbolizes abundance. [Rom. Myth. of jobs, and thus low levels of unemployment (Poston & Mao, 1996). We obtained data on rates of unemployment in 1989 for each metropolitan area (U.S. Bureau of the Census, 1988). We hypothesized that the greater the levels of unemployment, the lower the concentrations of gay and lesbian partners. In sociological human ecology, the environment is defined as "whatever is external to and potentially or actually influential on the phenomenon under investigation" (Hawley, 1968, p. 330). According to this definition, the environment includes not only the biotic biotic /bi·ot·ic/ (bi-ot´ik) 1. pertaining to life or living matter. 2. pertaining to the biota. bi·ot·ic adj. 1. Relating to life or living organisms. or physical characteristics of an area, such as climate, but also the nonphysical Adj. 1. nonphysical - lacking substance or reality; incapable of being touched or seen; "that intangible thing--the soul" intangible nonmaterial, immaterial - not consisting of matter; "immaterial apparitions"; "ghosts and other immaterial entities" "influences that emanate em·a·nate intr. & tr.v. em·a·nat·ed, em·a·nat·ing, em·a·nates To come or send forth, as from a source: light that emanated from a lamp; a stove that emanated a steady heat. from other organized populations in the same and in other areas" (Hawley, 1981, p. 9). A characteristic of the physical environment, namely climate, is hypothesized to draw or repel re·pel v. re·pelled, re·pel·ling, re·pels v.tr. 1. To ward off or keep away; drive back: repel insects. 2. migrants, irrespective of whether they are homosexual or heterosexual. Empirical research Noun 1. empirical research - an empirical search for knowledge inquiry, research, enquiry - a search for knowledge; "their pottery deserves more research than it has received" in the social sciences using climate as an independent variable often includes temperature as a key consideration of climate and sometimes as the only consideration (Graves, 1980; Karp KARP Korean Association of Retired Persons & Kelly Kel·ly , Ellsworth Born 1923. American abstract painter and sculptor whose works are characterized by flat color areas with sharply defined edges. Kelly, Emmett 1898-1979. , 1971; Poston & Mao, 1996, 1998). A temperature index involves the measurement of average daily temperature during a cold month such as January January: see month. or a warm month such as July July: see month. . These measures are closely related (Poston & Musgrave Musgrave may refer to one of the following: Locations
There are also environmental factors of metropolitan areas that may be hypothesized to specifically draw gays and lesbians, and not necessarily heterosexuals. For instance, Black et al. (2000, 2002) have noted the importance of the metropolitan area's social attitudes and political and religious orientation Noun 1. religious orientation - an attitude toward religion or religious practices orientation - an integrated set of attitudes and beliefs agnosticism - a religious orientation of doubt; a denial of ultimate knowledge of the existence of God; "agnosticism as factors that should be related to the prevalence of gays and lesbians, and O'Reilly and Webster (1998) wrote that the social and political characteristics of communities should be associated with levels of gay and lesbian concentration. Accordingly, we hypothesized that the more Republican the voting patterns in an area and the more conservative the religious attitudes (as measured by the prevalence of Southern Baptists Noun 1. Southern Baptist - a member of the Southern Baptist Convention Southern Baptist Convention - an association of Southern Baptists Baptist - follower of Baptistic doctrines ), the lower the concentrations of gay and lesbian partners. Why should the prevalence of Republicans and Southern Baptists be negatively associated with the prevalence of gays and lesbians? The Republican Party has long been identified, rightly or wrongly, as having an anti-homosexual orientation. Although there is a vocal homosexual group in the Republican Party (the Log Cabin Republicans The Log Cabin Republicans (LCR) is a federated gay and lesbian political organization in the United States with state chapters and a national office in Washington, D.C. The group consists of gays and lesbians who are supporters of the Republican Party. ), its influence on the party is thought to be minimal (Green, Guth, Kellstedt, & Smitdt, 1995; Guth, 1995; O'Reilly & Webster, 1998, p. 501). Also, the Southern Baptist conference repeatedly passes resolutions that consider homosexuality homosexuality, a term created by 19th cent. theorists to describe a sexual and emotional interest in members of one's own sex. Today a person is often said to have a homosexual or a heterosexual orientation, a description intended to defuse some of the long-standing an "abomination in the eyes of God" (Steinfels, 1988, p. 6). We gathered data for each metropolitan area on the percentage of votes cast in the 1988 election for George George, river, c.345 mi (560 km) long, rising in a lake on the Quebec-Labrador boundary, E Canada. It flows N through Indian Lake (125 sq mi/324 sq km) to Ungava Bay (an arm of Hudson Strait). H. Bush (Scammon & McGillivray Mc·Gil·li·vray , Alexander 1759?-1793. Creek leader who sided with the British during the American Revolution, accepted Spanish aid in resisting U.S. expansion, and signed a peace treaty with the United States (1790). , 1989). We also obtained data for each area on the number of Southern Baptist members per 1,000 population in 1989 (Green, Bradley, Bradley, & McNeil McNeil can have a number of possible meanings and spellings: Places
The literature we have read does not address empirically whether there is a relationship between the presence of sodomy laws A sodomy law is a law that defines certain sexual acts as sex crimes. The precise sexual acts meant by the term sodomy are rarely spelled out in the law, but is typically understood by courts to include any sexual act which does not lead to procreation. and the concentrations of gays and lesbians. However, the presence of sodomy laws is another example of an ecological feature of the nonphysical environment that may be hypothesized to be associated with the migration of gays and lesbians. Prior to 1990, numerous states enforced sodomy laws specifically against gay men (e.g., in the state of Georgia Georgia, country, Asia Georgia (jôr`jə), Georgian Sakartvelo, Rus. Gruziya, officially Republic of Georgia, republic (2005 est. pop. 4,677,000), c.26,900 sq mi (69,700 sq km), in W Transcaucasia. , Bowers v. Hardwick Bowers v. Hardwick, , was a United States Supreme Court decision that upheld the constitutionality of a Georgia sodomy law that criminalized oral and anal sex in private between consenting adults. , 1986). In 1990, 18 states and Puerto Rico Puerto Rico (pwār`tō rē`kō), island (2005 est. pop. 3,917,000), 3,508 sq mi (9,086 sq km), West Indies, c.1,000 mi (1,610 km) SE of Miami, Fla. had sodomy laws (Knopp, 1990). Thirteen states and Puerto Rico had sodomy laws applying to both heterosexuals and homosexuals (Alabama Alabama, indigenous people of North America Alabama (ăləbăm`ə), indigenous people of North America whose language belongs to the Muskogean branch of the Hokan-Siouan linguistic stock (see Native American languages). , Arizona Arizona (âr'əzō`nə), state in the southwestern United States. It is bordered by Utah (N), New Mexico (E), Mexico (S), and, across the Colorado R., Nevada and California (W). , Florida Florida, state, United States Florida (flôr`ĭdə, flŏr`–), state in the extreme SE United States. A long, low peninsula between the Atlantic Ocean (E) and the Gulf of Mexico (W), Florida is bordered by Georgia and , Idaho Idaho (ī`dəhō), one of the Rocky Mt. states in the NW United States. It is bordered by Montana and Wyoming (E), Utah and Nevada (S), Oregon and Washington (W), and the Canadian province of British Columbia (N). , Louisiana Louisiana (ləwē'zēăn`ə, l ē'–), state in the S central United States. It is bounded by Mississippi, with the Mississippi R. , Massachusetts Massachusetts (măsəch `sĭts), most populous of the New England states of the NE United States. , Michigan Michigan (mĭsh`ĭgən), upper midwestern state of the United States. It consists of two peninsulas thrusting into the Great Lakes and has borders with Ohio and Indiana (S), Wisconsin (W), and the Canadian province of Ontario (N,E). , Minnesota Minnesota, state, United StatesMinnesota (mĭn'ĭsō`tə), upper midwestern state of the United States. It is bordered by Lake Superior and Wisconsin (E), Iowa (S), South Dakota and North Dakota (W), and the Canadian provinces , Mississippi Mississippi, state, United States Mississippi (mĭs'əsĭp`ē), one of the Deep South states of the United States. It is bordered by Alabama (E), the Gulf of Mexico (S), Arkansas and Louisiana, with most of the border formed by , North Carolina North Carolina, state in the SE United States. It is bordered by the Atlantic Ocean (E), South Carolina and Georgia (S), Tennessee (W), and Virginia (N). Facts and Figures Area, 52,586 sq mi (136,198 sq km). Pop. , Puerto Rico, South Carolina, Utah, and Virginia Virginia, state, United States Virginia, state of the south-central United States. It is bordered by the Atlantic Ocean (E), North Carolina and Tennessee (S), Kentucky and West Virginia (W), and Maryland and the District of Columbia (N and NE). ), while 5 states had sodomy laws directed only against homosexuals (Arkansas Arkansas, river, United States Arkansas (ärkăn`zəs, är`kənsô'), river, c.1,450 mi (2,330 km) long, rising in the Rocky Mts., central Colo. , Kansas Kansas, state, United States Kansas (kăn`zəs), midwestern state occupying the center of the coterminous United States. It is bordered by Missouri (E), Oklahoma (S), Colorado (W), and Nebraska (N). , Missouri Missouri, state, United States Missouri (mĭz r`ē, –ə), one of the midwestern states of the United States. , Oklahoma Oklahoma (ōkləhō`mə), state in SW United States. It is bordered by Missouri and Arkansas (E); Texas, partially across the Red R. (S, W); New Mexico, across the narrow edge of the Oklahoma Panhandle (W); and Colorado and Kansas (N). , and Texas). The potential effect of sodomy
laws, however, may not be as applicable in analyses of levels of
homosexuality post- post- word element [L.], after; behind. post- pref. 1. After; later: postpartum. 2. Behind; posterior to: postaxial. 2003, given the 6-3 ruling by the U.S. Supreme Court on June June: see month. 26, 2003, overturning the law in Texas that prohibited pro·hib·it tr.v. pro·hib·it·ed, pro·hib·it·ing, pro·hib·its 1. To forbid by authority: Smoking is prohibited in most theaters. See Synonyms at forbid. 2. consenting adults consenting adults npl → adultos con capacidad de consentir consenting adults npl → personnes consentantes consenting adults npl in their own residences from participating in homosexual sex (Welch Welch , William Henry 1850-1934. American pathologist and bacteriologist who discovered the bacteria that causes gas gangrene. , 2003). We thus constructed two dummy variables This article is not about "dummy variables" as that term is usually understood in mathematics. See free variables and bound variables. In regression analysis, a dummy variable to measure the presence of sodomy laws: Sodomy-1 was scored 1 if the metropolitan area was in a state with a sodomy law directed against homosexuals and heterosexuals, and 0 if not. Sodomy-2 was scored 1 if the metropolitan area was in a state with a sodomy law directed only against homosexuals. We expected that both sodomy sodomy Noncoital carnal copulation. Sodomy is a crime in some jurisdictions. Some sodomy laws, particularly in Middle Eastern countries and those jurisdictions observing Shari'ah law, provide penalties as severe as life imprisonment for homosexual intercourse, even if the variables would be negatively related to the levels of concentration of gay and lesbian partners; that is, we expected the levels of gay and lesbian concentration to be lower in metropolitan areas in states with sodomy laws. Owing to owing to prep. Because of; on account of: I couldn't attend, owing to illness. owing to prep → debido a, por causa de the greater pervasiveness per·va·sive adj. Having the quality or tendency to pervade or permeate: the pervasive odor of garlic. [From Latin perv of the first sodomy measure, however, we expected that the effect of sodomy-1 would be stronger than the effect of sodomy-2. Table 3 presents zero-order correlations for the metropolitan areas between the preferred rates of gay and lesbian partnering (Gay Index 1 and Lesbian Index 1)and the six social, ecological, and political characteristics mentioned above. Because of missing data for one or more of the ecological characteristics, the correlations were calculated for only 83 metropolitan areas. All 12 correlations were negative, as hypothesized, although their magnitude varied; 7 of the correlations were statistically significant at p < .05. The strongest correlations with the gay and lesbian indexes were for the percentage Republican variable and the July temperature variable. The higher the percentage of Republicans in a metropolitan area, the lower the levels of gay and lesbian concentration; r = -.349 and -.409, respectively. Also, the higher the average July temperature in a metropolitan area the lower were the levels of gay and lesbian concentration; r = -.346 and -.478, respectively. In both instances, the Republican and July temperature variables were more strongly associated with the lesbian index than with the gay index. The percentage of Southern Baptists in an area was also negatively and significantly associated with levels of gay and lesbian concentration. Of the four correlations involving the sodomy measures, only one was statistically significant. Metropolitan areas in states with sodomy laws directed against both homosexuals and heterosexuals had lower levels of lesbian concentration than metropolitan areas in states without such laws. There were no significant associations between sodomy measures and levels of gay concentration. Finally, we performed regression regression, in psychology: see defense mechanism. regression In statistics, a process for determining a line or curve that best represents the general trend of a data set. analyses of the gay and lesbian partnering indexes. We initially used the six independent variables shown in Table 3 as independent variables. However, when all six variables were entered in the same regression equation Regression equation An equation that describes the average relationship between a dependent variable and a set of explanatory variables. , the statistical tolerances of the sodomy, July temperature, and percentage Republican variables were unacceptable, ranging in value from .41 to .55. But when we dropped from the regressions the sodomy measure pertaining to homosexuals and heterosexuals (sodomy-l), which not coincidentally co·in·ci·den·tal adj. 1. Occurring as or resulting from coincidence. 2. Happening or existing at the same time. co·in is the variable with the lowest tolerance, the tolerances of the remaining five independent variables were all above .6, with a mean tolerance of .73. Table 4 displays the results of two ordinary least squares regressions, one each for the gay and lesbian rates. The results in both equations were similar. The signs of all the independent variables, except that dealing with sodomy, were negative as expected. The metric coefficients for the Republican variable, the unemployment rate, and mean July temperature were all statistically significant, while those for the Southern Baptist and sodomy variables were not. The five independent variables accounted for more than 19% of the variance The discrepancy between what a party to a lawsuit alleges will be proved in pleadings and what the party actually proves at trial. In Zoning law, an official permit to use property in a manner that departs from the way in which other property in the same locality in the gay rates and for more than 29% of the variance in the lesbian rates. Of the five independent variables used in the regression equations, one might ask which were the most influential in predicting levels of gay and lesbian concentration. In Table 4 we show for each independent variable its corresponding standardized coefficient Standardized coefficient or beta coefficient is the estimate of an analysis performed on variables that have been standardized so that they have variances of 1. This is usually done to answer the question which of the independent variables have a greater effect on the , enclosed en·close also in·close tr.v. en·closed, en·clos·ing, en·clos·es 1. To surround on all sides; close in. 2. To fence in so as to prevent common use: enclosed the pasture. in parentheses See parenthesis. parentheses - See left parenthesis, right parenthesis. and directly below its metric coefficient coefficient /co·ef·fi·cient/ (ko?ah-fish´int) 1. an expression of the change or effect produced by variation in certain factors, or of the ratio between two different quantities. 2. . In the gay equation, the variables gauging July temperature, percentage Republican, and unemployment had the greatest effects on levels of gay partner concentration. For every 1 standard deviation In statistics, the average amount a number varies from the average number in a series of numbers. (statistics) standard deviation - (SD) A measure of the range of values in a set of numbers. increase in average July temperature, for instance, there was on average about a 0.29 standard deviation decrease in the level of gay partner concentration, controlling for the effects of the other four variables. The Republican and unemployment variables had just slightly weaker standardized standardized pertaining to data that have been submitted to standardization procedures. standardized morbidity rate see morbidity rate. standardized mortality rate see mortality rate. effects on gay partner concentration. In the lesbian equation, the same three independent variables had the largest standardized effects, but the effect of July temperature was far stronger than those of the Republican and unemployment variables. For every 1 standard deviation increase in July temperature there was an almost .42 standard deviation decrease in the level of lesbian partner concentration. The standardized effects on the lesbian index of the unemployment rate and the percentage Republican variable were much weaker, at -.224 and -.278, respectively. We turn now to a discussion of these results. DISCUSSION AND CONCLUSION In this paper we addressed two issues. The first was the development of four statistical indexes to measure the levels of concentration of gay and lesbian partnering in the major metropolitan areas of the U.S. in 1990. Two are rates, one is a ratio, and one is a measure of the relative difference between the national rate and the metropolitan area. While each index has statistical, descriptive, and demographic merit, we focused on one of the rates (that measuring the number of partnered gays or lesbians per 1,000 unmarried males or females ages 18 and over). Statistically and demographically, this index has the most defensible denominator; that is, it is based on the statistically "best" population from which partnered lesbians and gays are drawn. We then described the settlement patterns of gay and lesbian partners. Results from all four indexes indicated that San Francisco had the highest concentration of gay partners in 1990. For lesbian partners, the largest concentration in 1990 was found in Boston, while Bakersfield consistently had the lowest level. Also, the four gay and lesbian indexes were all highly correlated with each other, suggesting that any of these rates could be used almost interchangeably INTERCHANGEABLY. Formerly when deeds of land were made, where there Were covenants to be performed on both sides, it was usual to make two deeds exactly similar to each other, and to exchange them; in the attesting clause, the words, In witness whereof the parties have hereunto . Because of the high correlations between the gay indexes and the lesbian indexes, we also concluded that gay and lesbian couples tend to settle in similar metropolitan areas. Second, we asked about the kinds of ecological characteristics that influence and are related to the geographical locations of gay and lesbian partners. Drawing on sociological human ecology and a somewhat more limited literature review of gay and lesbian settlement patterns, we identified characteristics of metropolitan areas that have been argued to be related to levels of gay and lesbian concentration, such as percentage of the area voting Republican, the unemployment rate, the presence of sodomy laws, the natural climate, and the degree of Southern Baptist membership. Although the presence of Southern Baptist members has been used by many as an indicator of more conservative and traditional family values family values pl.n. The moral and social values traditionally maintained and affirmed within a family. , in our analyses the Southern Baptist membership variable seemed to influence gay and lesbian settlement patterns only modestly. In the multivariate The use of multiple variables in a forecasting model. context, it was not a statistically significant predictor. Also, variables measuring the presence of two kinds of sodomy laws--one in which the laws apply to both heterosexual and homosexual couples and the other in which the laws apply only to homosexuals--failed in the multivariate context to be significantly related to levels of gay and lesbian concentration. The variables that were most influential in predicting levels of gay and lesbian concentration were July temperature, percentage voting Republican, and unemployment rate. Extremes of weather were found to be negatively associated with the prevalence of gay and lesbian partnering. We also found that gay and lesbian partners tended not to settle in areas with high unemployment. Finally, our reported negative relationship of the gay and lesbian indexes with percentage voting Republican suggests that gay and lesbian partners seeking to reside in large metropolitan areas may well avoid those areas with more traditional and conservative political values. Such information about the political climate of possible settlement areas could possibly be spread through networks, the gay press, or word of mouth (Bell, 1991; Valentine Valentine a true friend and constant lover. [Br. Lit.: Two Gentlemen of Verona] See : Faithfulness , 1993). With increases in societal so·ci·e·tal adj. Of or relating to the structure, organization, or functioning of society. so·ci e·tal·ly adv.Adj. awareness of lesbians and gays, we expect that the kinds of social and political characteristics examined here will continue to have an influence on gay and lesbian settlement patterns. Lesbian and gay couples can easily access the Internet Internet Publicly accessible computer network connecting many smaller networks from around the world. It grew out of a U.S. Defense Department program called ARPANET (Advanced Research Projects Agency Network), established in 1969 with connections between computers at the and determine if an area is relatively open to gays and lesbians. Internet websites commonly list cities that are lesbian and gay friendly and that have domestic partnership benefits and gay and lesbian establishments. Our analysis also indicates that more research is needed to determine the quality of census data on gays and lesbians and the methodology that best captures their levels of geographic concentration. For instance, data from the 2000 census indicate an increase from the 1990 census in the reporting of same-sex couples. Indeed, almost all counties in the United States United States, officially United States of America, republic (2005 est. pop. 295,734,000), 3,539,227 sq mi (9,166,598 sq km), North America. The United States is the world's third largest country in population and the fourth largest country in area. reported at least one same-sex couple living within its boundaries (Smith & Gates, 2001, pp. 1-2). Texas, for example, had a percentage change in reporting from 1990 to 2000 of 445%. But even with increased reporting, Smith and Gates (2001) have argued that gays and lesbians remain underenumerated, with an estimated 30% to 40% of same-gender couples reporting their relationship on the census schedule. One way to study this issue of data quality would be to carry out in-depth in-depth adj. Detailed; thorough: an in-depth study. in-depth Adjective detailed or thorough: an in-depth analysis qualitative interviews of samples of gay and lesbian households, asking them how and why they answered the question on the 2000 census pertaining to relationship to the householder and used or did not use the unmarried partner response. One of the more important monographs published in the social sciences in the 1990s was Ethnic Options by Waters (1990). Waters interviewed individuals and asked them why they answered as they did the ancestry an·ces·try n. pl. an·ces·tries 1. Ancestral descent or lineage. 2. Ancestors considered as a group. [Middle English auncestrie, alteration (influenced by question on the 1980 census. Her research told us about the dynamics of answering the ancestry question and the pros and cons pros and cons Noun, pl the advantages and disadvantages of a situation [Latin pro for + con(tra) against] of using these data for estimates of the numbers of persons of different ancestries (Irish, French, etc.) residing in the U.S. Similar research now needs to be undertaken among gay and lesbian couples. The results of such research could tell us a great deal about the dynamics among gay and lesbian couples in using the unmarried partner response to the relationship to the householder census question and the pros and cons of using these data for estimates of the numbers of gays and lesbians in the U.S. We expect that a qualitative analysis Qualitative Analysis Securities analysis that uses subjective judgment based on nonquantifiable information, such as management expertise, industry cycles, strength of research and development, and labor relations. may provide as good an understanding as any of the fluidity of sexuality. Census based estimates of the numbers of same-sex couples can only tell us about their levels of concentration and the variation in their settlement patterns. Census-based data will tell us little about the fluidity of diverse sexualities and the networks or organizations that inform self-identified gays and lesbians. Future research related to how and why nonheterosexual couples fill out government forms should provide significant insights about gay and lesbian communities and the boundary formation within and among them.
APPENDIX
FOUR INDEXES OF GAY PARTNERING AND LESBIAN PARTNERING: 92 METROPOLITAN
AREAS OF THE U.S., 1990
Obs. Name of MSA/PMSA Gay
Index 1
1 Akron, OH PMSA AK 5.2
2 Albany--Schenectady--Troy, NY MSA AS 9.5
3 Allentown--Bethlehem--Easton, PA--NJ MSA AB 10.5
4 Anaheim--Santa Ana, CA PMSA AN 18.4
5 Atlanta, GA MSA AT 21.9
6 Austin, TX MSA AU 25.2
7 Bakersfield, CA MSA BK 4.3
8 Baltimore, MD MSA BL 12.3
9 Baton Rouge, LA MSA BR 5.4
10 Bergen--Passaic, NJ PMSA BP 9.0
11 Birmingham, AL MSA BI 0.7
12 Boston, MA PMSA BO 15.9
13 Buffalo, NY PMSA BU 5.1
14 Charleston, SC MSA CA 7.1
15 Charlotte--Gastonia--Rock Hill, NC--SC MSA CG 9.9
16 Chicago, IL PMSA CH 15.5
17 Cincinnati, OH--KY--IN PMSA CI 10.3
18 Cleveland, OH PMSA CL 7.6
19 Columbus, OH MSA CO 13.7
20 Dallas, TX PMSA DA 17.9
21 Dayton--Springfield, OH MSA DS 9.5
22 Denver, CO PMSA DN 14.5
23 Detroit, MI PMSA DT 9.2
24 El Paso, TX MSA EP 8.2
25 Fort Lauderdale--Hollywood
--Pompano Beach, FL PMSA FH 27.2
26 Fort Worth--Arlington, TX PMSA FW 6.0
27 Fresno, CA MSA FR 12.8
28 Gary--Hammond, IN PMSA GH 5.1
29 Grand Rapids, MI MSA GR 10.4
30 Greensboro--Winston-Salem
--High Point, NC MSA GW 6.7
31 Greenville--Spartanburg, SC MSA GS 5.8
32 Harrisburg--Lebanon--Carlisle, PA MSA HL 17.0
33 Hartford, CT PMSA HA 9.3
34 Honolulu, HI MSA HI 15.2
35 Houston, TX PMSA HO 15.5
36 Indianapolis, IN MSA IN 12.8
37 Jacksonville, FL MSA JA 10.5
38 Jersey City, NJ PMSA JC 28.9
39 Kansas City, MO--KS MSA KC 12.7
40 Knoxville, TN MSA KN 5.6
41 Lake County, IL PMSA LC 5.9
42 Las Vegas, NV MSA LV 6.8
43 Lowell, MA--NH PMSA LW 5.5
44 Little Rock--North Little Rock, AR MSA LR 2.0
45 Los Angeles--Long Beach, CA PMSA LA 28.7
46 Louisville, KY--IN MSA LU 5.9
47 Memphis, TN--AR--MS MSA ME 9.1
48 Miami--Hialeah, FL PMSA MA 12.4
49 Middlesex--Somerset--Hunterdon, NJ PMSA MS 9.2
50 Milwaukee, WI PMSA MI 9.0
51 Minneapolis--St. Paul, MN--WI MSA MN 17.0
52 Monmouth--Ocean, NJ PMSA MO 6.2
53 Nashville, TN MSA NA 10.8
54 Nassau--Suffolk, NY PMSA NS 6.3
55 New Haven--Meriden, CT MSA NM 6.3
56 New Orleans, LA MSA NO 11.1
57 New York, NY PMSA NY 21.6
58 Newark, NJ PMSA NE 7.6
59 Norfolk--Virginia Beach
--Newport News, VA MSA NV 8.8
60 Oakland, CA PMSA OA 27.7
61 Oklahoma City, OK MSA OK 9.6
62 Omaha, NE--IA MSA OM 10.7
63 Orlando, FL MSA OR 17.8
64 Oxnard--Ventura, CA PMSA OV 8.7
65 Philadelphia, PA--NJ PMSA PA 10.1
66 Phoenix, AZ MSA PH 2.5
67 Pittsburgh, PA PMSA PI 6.4
68 Portland, OR PMSA PO 17.8
69 Providence, RI PMSA PR 7.8
70 Raleigh--Durham, NC MSA RD 11.3
71 Richmond--Petersburg, VA MSA RP 11.7
72 Riverside--San Bernardino, CA PMSA RS 13.9
73 Rochester, NY MSA RO 15.7
74 Sacramento, CA MSA SC 18.4
75 St. Louis, MO--IL MSA ST 7.3
76 Salt Lake City--Ogden, UT MSA SL 8.7
77 San Antonio, TX MSA SA 12.2
78 San Diego, CA MSA SD 26.0
79 San Francisco, CA PMSA SF 101.9
80 San Jose, CA PMSA Si 20.3
81 Santa Rosa--Petaluma, CA PMSA SR 23.5
82 Scranton--Wilkes--Barre, PA MSA SC 3.0
83 Seattle, WA PMSA SE 28.6
84 Springfield, MA MSA SP 8.1
85 Syracuse, NY MSA SY 8.8
86 Tacoma, WA PMSA TA 8.2
87 Tampa--St. Petersburg--Clearwater, FL MSA TS 12.3
88 Toledo, OH MSA TO 4.0
89 Tucson, AZ MSA TU 2.8
90 Tulsa, OK MSA TL 11.6
91 Washington, DC--MD--VA MSA WA 30.9
92 West Palm Beach--Boca Rato
--Delray Beach, FL MSA PB 22.0
Obs. Name of MSA/PMSA Lesbian Gay
Index 1 Index 2
1 Akron, OH PMSA 10.4 12.4
2 Albany--Schenectady--Troy, NY MSA 14.6 19.6
3 Allentown--Bethlehem--Easton, PA--NJ MSA 6.6 20.9
4 Anaheim--Santa Ana, CA PMSA 7.3 41.4
5 Atlanta, GA MSA 11.6 59.4
6 Austin, TX MSA 18.7 56.0
7 Bakersfield, CA MSA 4.3 6.3
8 Baltimore, MD MSA 13.1 24.1
9 Baton Rouge, LA MSA 4.0 16.5
10 Bergen--Passaic, NJ PMSA 7.6 29.2
11 Birmingham, AL MSA 0.6 19.7
12 Boston, MA PMSA 14.6 51.5
13 Buffalo, NY PMSA 3.6 12.5
14 Charleston, SC MSA 2.8 19.2
15 Charlotte--Gastonia--Rock Hill, NC--SC MSA 7.1 28.1
16 Chicago, IL PMSA 8.6 41.1
17 Cincinnati, OH--KY--IN PMSA 4.9 26.1
18 Cleveland, OH PMSA 7.6 22.9
19 Columbus, OH MSA 9.6 31.8
20 Dallas, TX PMSA 7.0 44.5
21 Dayton--Springfield, OH MSA 8.1 25.9
22 Denver, CO PMSA 13.0 26.7
23 Detroit, MI PMSA 6.9 22.9
24 El Paso, TX MSA 4.7 27.8
25 Fort Lauderdale--Hollywood
--Pompano Beach, FL PMSA 8.3 44.5
26 Fort Worth--Arlington, TX PMSA 5.5 15.1
27 Fresno, CA MSA 8.9 23.8
28 Gary--Hammond, IN PMSA 3.8 13.6
29 Grand Rapids, MI MSA 7.8 22.6
30 Greensboro--Winston-Salem
--High Point, NC MSA 2.7 20.3
31 Greenville--Spartanburg, SC MSA 4.6 15.3
32 Harrisburg--Lebanon--Carlisle, PA MSA 6.8 31.4
33 Hartford, CT PMSA 8.6 27.9
34 Honolulu, HI MSA 5.8 36.2
35 Houston, TX PMSA 8.6 37.7
36 Indianapolis, IN MSA 12.2 23.3
37 Jacksonville, FL MSA 7.6 23.6
38 Jersey City, NJ PMSA 11.2 74.7
39 Kansas City, MO--KS MSA 9.0 28.3
40 Knoxville, TN MSA 6.7 17.8
41 Lake County, IL PMSA 10.3 15.3
42 Las Vegas, NV MSA 9.3 9.9
43 Lowell, MA--NH PMSA 5.5 15.7
44 Little Rock--North Little Rock, AR MSA 0.7 38.4
45 Los Angeles--Long Beach, CA PMSA 11.4 63.7
46 Louisville, KY--IN MSA 5.9 15.7
47 Memphis, TN--AR--MS MSA 3.0 28.1
48 Miami--Hialeah, FL PMSA 9.6 29.0
49 Middlesex--Somerset--Hunterdon, NJ PMSA 9.7 24.8
50 Milwaukee, WI PMSA 7.1 19.0
51 Minneapolis--St. Paul, MN--WI MSA 21.3 32.7
52 Monmouth--Ocean, NJ PMSA 7.5 15.6
53 Nashville, TN MSA 14.4 27.4
54 Nassau--Suffolk, NY PMSA 5.3 24.6
55 New Haven--Meriden, CT MSA 9.4 26.0
56 New Orleans, LA MSA 10.1 38.9
57 New York, NY PMSA 11.9 65.6
58 Newark, NJ PMSA 6.4 23.1
59 Norfolk--Virginia Beach
--Newport News, VA MSA 6.4 23.4
60 Oakland, CA PMSA 25.8 53.5
61 Oklahoma City, OK MSA 9.6 27.9
62 Omaha, NE--IA MSA 8.9 22.6
63 Orlando, FL MSA 10.0 31.8
64 Oxnard--Ventura, CA PMSA 15.4 17.7
65 Philadelphia, PA--NJ PMSA 9.0 25.6
66 Phoenix, AZ MSA 2.1 26.4
67 Pittsburgh, PA PMSA 3.5 24.7
68 Portland, OR PMSA 23.7 27.8
69 Providence, RI PMSA 3.1 31.7
70 Raleigh--Durham, NC MSA 10.5 30.7
71 Richmond--Petersburg, VA MSA 5.9 34.6
72 Riverside--San Bernardino, CA PMSA 11.2 23.2
73 Rochester, NY MSA 9.9 29.2
74 Sacramento, CA MSA 23.3 31.9
75 St. Louis, MO--IL MSA 7.0 20.2
76 Salt Lake City--Ogden, UT MSA 4.3 28.9
77 San Antonio, TX MSA 8.6 38.3
78 San Diego, CA MSA 12.6 50.5
79 San Francisco, CA PMSA 34.2 246.9
80 San Jose, CA PMSA 17.3 39.7
81 Santa Rosa--Petaluma, CA PMSA 28.4 38.0
82 Scranton--Wilkes--Barre, PA MSA 3.0 13.5
83 Seattle, WA PMSA 25.5 45.8
84 Springfield, MA MSA 5.1 23.7
85 Syracuse, NY MSA 8.8 18.4
86 Tacoma, WA PMSA 11.7 14.2
87 Tampa--St. Petersburg--Clearwater, FL MSA 14.9 22.8
88 Toledo, OH MSA 5.0 9.0
89 Tucson, AZ MSA 2.6 29.8
90 Tulsa, OK MSA 11.6 32.5
91 Washington, DC--MD--VA MSA 16.4 71.9
92 West Palm Beach--Boca Rato
--Delray Beach, FL MSA 10.3 35.9
Obs. Name of MSA/PMSA Lesbian Gay
Index 2 Index 2
1 Akron, OH PMSA 24.7 37.1
2 Albany--Schenectady--Troy, NY MSA 30.0 77.2
3 Allentown--Bethlehem--Easton, PA--NJ MSA 13.1 73.1
4 Anaheim--Santa Ana, CA PMSA 16.5 136.1
5 Atlanta, GA MSA 31.3 181.9
6 Austin, TX MSA 41.6 220.6
7 Bakersfield, CA MSA 6.3 27
8 Baltimore, MD MSA 25.6 90.6
9 Baton Rouge, LA MSA 12.4 40.9
10 Bergen--Passaic, NJ PMSA 24.6 63.6
11 Birmingham, AL MSA 15.7 30.2
12 Boston, MA PMSA 47.4 773
13 Buffalo, NY PMSA 8.8 37.4
14 Charleston, SC MSA 7.7 50.5
15 Charlotte--Gastonia--Rock Hill, NC--SC MSA 20.3 75.2
16 Chicago, IL PMSA 22.9 117.8
17 Cincinnati, OH--KY--IN PMSA 12.5 71.8
18 Cleveland, OH PMSA 22.9 58.1
19 Columbus, OH MSA 22.2 103.3
20 Dallas, TX PMSA 17.4 131.3
21 Dayton--Springfield, OH MSA 21.9 70.3
22 Denver, CO PMSA 24.0 108.7
23 Detroit, MI PMSA 17.1 72.2
24 El Paso, TX MSA 15.9 59.5
25 Fort Lauderdale--Hollywood
--Pompano Beach, FL PMSA 13.6 198.9
26 Fort Worth--Arlington, TX PMSA 13.7 46.6
27 Fresno, CA MSA 16.4 92.5
28 Gary--Hammond, IN PMSA 10.2 36.2
29 Grand Rapids, MI MSA 17.0 67.9
30 Greensboro--Winston-Salem
--High Point, NC MSA 8.1 50.7
31 Greenville--Spartanburg, SC MSA 12.2 40.2
32 Harrisburg--Lebanon--Carlisle, PA MSA 12.5 109.9
33 Hartford, CT PMSA 25.6 98
34 Honolulu, HI MSA 13.8 107.7
35 Houston, TX PMSA 21.0 114.1
36 Indianapolis, IN MSA 22.2 84.8
37 Jacksonville, FL MSA 17.2 74.8
38 Jersey City, NJ PMSA 28.9 251.3
39 Kansas City, MO--KS MSA 20.1 84.9
40 Knoxville, TN MSA 21.3 35.9
41 Lake County, IL PMSA 26.8 35.4
42 Las Vegas, NV MSA 13.6 50.5
43 Lowell, MA--NH PMSA 15.7 238.4
44 Little Rock--North Little Rock, AR MSA 12.8 82.2
45 Los Angeles--Long Beach, CA PMSA 25.4 234.3
46 Louisville, KY--IN MSA 15.7 46.4
47 Memphis, TN--AR--MS MSA 9.4 75.4
48 Miami--Hialeah, FL PMSA 22.4 100.3
49 Middlesex--Somerset--Hunterdon, NJ PMSA 26.3 62.3
50 Milwaukee, WI PMSA 14.9 66.4
51 Minneapolis--St. Paul, MN--WI MSA 40.8 122.9
52 Monmouth--Ocean, NJ PMSA 18.7 39.7
53 Nashville, TN MSA 36.5 73
54 Nassau--Suffolk, NY PMSA 20.8 40.7
55 New Haven--Meriden, CT MSA 39.1 84.2
56 New Orleans, LA MSA 35.3 119.2
57 New York, NY PMSA 36.2 189.4
58 Newark, NJ PMSA 19.4 61.6
59 Norfolk--Virginia Beach
--Newport News, VA MSA 16.9 72.5
60 Oakland, CA PMSA 49.7 212.2
61 Oklahoma City, OK MSA 27.9 71.7
62 Omaha, NE--IA MSA 18.9 71.9
63 Orlando, FL MSA 17.8 131.4
64 Oxnard--Ventura, CA PMSA 31.4 60
65 Philadelphia, PA--NJ PMSA 22.9 76
66 Phoenix, AZ MSA 21.9 103.1
67 Pittsburgh, PA PMSA 13.5 51.9
68 Portland, OR PMSA 37.1 115.9
69 Providence, RI PMSA 12.7 102.7
70 Raleigh--Durham, NC MSA 28.5 105.1
71 Richmond--Petersburg, VA MSA 17.3 97.6
72 Riverside--San Bernardino, CA PMSA 18.7 92.4
73 Rochester, NY MSA 18.5 118
74 Sacramento, CA MSA 40.4 140.2
75 St. Louis, MO--IL MSA 19.4 53.2
76 Salt Lake City--Ogden, UT MSA 14.5 75.4
77 San Antonio, TX MSA 27.1 97
78 San Diego, CA MSA 24.6 201.3
79 San Francisco, CA PMSA 82.8 898.9
80 San Jose, CA PMSA 33.8 152.5
81 Santa Rosa--Petaluma, CA PMSA 45.9 159.1
82 Scranton--Wilkes-Barre, PA MSA 13.5 27.6
83 Seattle, WA PMSA 41.0 205.4
84 Springfield, MA MSA 14.8 113.4
85 Syracuse, NY MSA 18.4 71.9
86 Tacoma, WA PMSA 20.2 54.5
87 Tampa--St. Petersburg--Clearwater, FL MSA 27.4 85.2
88 Toledo, OH MSA 11.2 32.2
89 Tucson, AZ MSA 28.2 122.2
90 Tulsa, OK MSA 32.5 76.9
91 Washington, DC--MD--VA MSA 38.1 234.5
92 West Palm Beach--Boca Rato
--Delray Beach, FL MSA 16.8 142.3
Obs. Name of MSA/PMSA Lesbian Gay
Index 3 Index 4
1 Akron, OH PMSA 74.2 -2.50
2 Albany--Schenectady--Troy, NY MSA 118.3 -1.83
3 Allentown--Bethlehem--Easton, PA--NJ MSA 45.7 -1.67
4 Anaheim--Santa Ana, CA PMSA 54.1 0.22
5 Atlanta, GA MSA 96.0 1.75
6 Austin, TX MSA 163.9 1.41
7 Bakersfield, CA MSA 27.0 -3.07
8 Baltimore, MD MSA 96.5 -1.40
9 Baton Rouge, LA MSA 30.7 -2.09
10 Bergen--Passaic, NJ PMSA 53.5 -0.92
11 Birmingham, AL MSA 24.1 -1.79
12 Boston, MA PMSA 711.2 1.00
13 Buffalo, NY PMSA 26.2 -2.47
14 Charleston, SC MSA 20.2 -1.82
15 Charlotte--Gastonia--Rock Hill, NC--SC MSA 54.3 -1.01
16 Chicago, IL PMSA 65.6 0.17
17 Cincinnati, OH--KY--IN PMSA 34.4 -1.18
18 Cleveland, OH PMSA 58.1 -1.50
19 Columbus, OH MSA 72.3 -0.68
20 Dallas, TX PMSA 51.4 0.49
21 Dayton--Springfield, OH MSA 59.5 -1.23
22 Denver, CO PMSA 97.8 -1.15
23 Detroit, MI PMSA 53.9 -1.49
24 El Paso, TX MSA 34 -1.03
25 Fort Lauderdale--Hollywood
--Pompano Beach, FL PMSA 60.7 0.52
26 Fort Worth--Arlington, TX PMSA 42.3 -2.23
27 Fresno, CA MSA 64 -1.41
28 Gary--Hammond, IN PMSA 27.1 -2.36
29 Grand Rapids, MI MSA 51 -1.52
30 Greensboro--Winston-Salem
--High Point, NC MSA 20.3 -1.72
31 Greenville--Spartanburg, SC MSA 32.1 -2.21
32 Harrisburg--Lebanon--Carlisle, PA MSA 43.9 -0.69
33 Hartford, CT PMSA 89.8 -1.04
34 Honolulu, HI MSA 41 -0.24
35 Houston, TX PMSA 63.4 -0.13
36 Indianapolis, IN MSA 80.9 -1.47
37 Jacksonville, FL MSA 54.4 -1.42
38 Jersey City, NJ PMSA 97.3 3.08
39 Kansas City, MO--KS MSA 60.1 -0.99
40 Knoxville, TN MSA 43.1 -1.98
41 Lake County, IL PMSA 61.9 -2.22
42 Las Vegas, NV MSA 69.4 -2.73
43 Lowell, MA--NH PMSA 238.4 -2.17
44 Little Rock--North Little Rock, AR MSA 27.4 -0.03
45 Los Angeles--Long Beach, CA PMSA 93.4 2.16
46 Louisville, KY--IN MSA 46.4 -2.17
47 Memphis, TN--AR--MS MSA 25.1 -0.98
48 Miami--Hialeah, FL PMSA 77.5 -0.93
49 Middlesex--Somerset--Hunterdon, NJ PMSA 66 -1.33
50 Milwaukee, WI PMSA 52.1 -1.86
51 Minneapolis--St. Paul, MN--WI MSA 153.6 -0.65
52 Monmouth--Ocean, NJ PMSA 47.7 -2.19
53 Nashville, TN MSA 97.3 -1.12
54 Nassau--Suffolk, NY PMSA 34.4 -1.34
55 New Haven--Meriden, CT MSA 126.3 -1.25
56 New Orleans, LA MSA 108.3 -0.07
57 New York, NY PMSA 104.6 2.26
58 Newark, NJ PMSA 51.7 -1.48
59 Norfolk--Virginia Beach
--Newport News, VA MSA 52.3 -1.44
60 Oakland, CA PMSA 197.3 1.15
61 Oklahoma City, OK MSA 71.7 -1.05
62 Omaha, NE--IA MSA 59.9 -1.52
63 Orlando, FL MSA 73.4 -0.66
64 Oxnard--Ventura, CA PMSA 106.6 -2.01
65 Philadelphia, PA--NJ PMSA 68 -1.25
66 Phoenix, AZ MSA 85.6 -1.17
67 Pittsburgh, PA PMSA 28.3 -1.31
68 Portland, OR PMSA 154.6 -1.08
69 Providence, RI PMSA 41.1 -0.65
70 Raleigh--Durham, NC MSA 97.6 -0.79
71 Richmond--Petersburg, VA MSA 48.8 -0.40
72 Riverside--San Bernardino, CA PMSA 74.7 -1.47
73 Rochester, NY MSA 74.7 -0.90
74 Sacramento, CA MSA 177.5 -0.72
75 St. Louis, MO--IL MSA 51.1 -1.75
76 Salt Lake City--Ogden, UT MSA 37.7 -0.92
77 San Antonio, TX MSA 68.7 -0.10
78 San Diego, CA MSA 97.9 1.01
79 San Francisco, CA PMSA 301.5 14.88
80 San Jose, CA PMSA 130 0.00
81 Santa Rosa--Petaluma, CA PMSA 192.1 -0.18
82 Scranton--Wilkes--Barre, PA MSA 27.6 -2.38
83 Seattle, WA PMSA 183.7 0.52
84 Springfield, MA MSA 70.9 -1.41
85 Syracuse, NY MSA 71.9 -1.92
86 Tacoma, WA PMSA 77.8 -2.32
87 Tampa--St. Petersburg--Clearwater, FL MSA 102.6 -1.52
88 Toledo, OH MSA 40.3 -2.81
89 Tucson, AZ MSA 115.5 -0.87
90 Tulsa, OK MSA 76.9 -0.64
91 Washington, DC--MD--VA MSA 124.2 2.78
92 West Palm Beach--Boca Rato
--Delray Beach, FL MSA 66.7 -0.28
Obs. Name of MSA/PMSA Lesbian
Index 4
1 Akron, OH PMSA -0.04
2 Albany--Schenectady--Troy, NY MSA 0.43
3 Allentown--Bethlehem--Easton, PA--NJ MSA -1.17
4 Anaheim--Santa Ana, CA PMSA -0.87
5 Atlanta, GA MSA 0.44
6 Austin, TX MSA 1.36
7 Bakersfield, CA MSA -1.81
8 Baltimore, MD MSA 0.01
9 Baton Rouge, LA MSA -1.23
10 Bergen--Passaic, NJ PMSA -0.10
11 Birmingham, AL MSA -0.91
12 Boston, MA PMSA 1.88
13 Buffalo, NY PMSA -1.57
14 Charleston, SC MSA -1.68
15 Charlotte--Gastonia--Rock Hill, NC--SC MSA -0.49
16 Chicago, IL PMSA -0.28
17 Cincinnati, OH--KY--IN PMSA -1.23
18 Cleveland, OH PMSA -0.24
19 Columbus, OH MSA -0.32
20 Dallas, TX PMSA -0.79
21 Dayton--Springfield, OH MSA -0.34
22 Denver, CO PMSA -0.14
23 Detroit, MI PMSA -0.79
24 El Paso, TX MSA -0.91
25 Fort Lauderdale--Hollywood
--Pompano Beach, FL PMSA -1.15
26 Fort Worth--Arlington, TX PMSA -1.10
27 Fresno, CA MSA -0.85
28 Gary--Hammond, IN PMSA -1.43
29 Grand Rapids, MI MSA -0.80
30 Greensboro--Winston-Salem
--High Point, NC MSA -1.64
31 Greenville--Spartanburg, SC MSA -1.24
32 Harrisburg--Lebanon--Carlisle, PA MSA -1.23
33 Hartford, CT PMSA 0.00
34 Honolulu, HI MSA -1.11
35 Houston, TX PMSA -0.45
36 Indianapolis, IN MSA -0.31
37 Jacksonville, FL MSA -0.78
38 Jersey City, NJ PMSA 0.19
39 Kansas City, MO--KS MSA -0.51
40 Knoxville, TN MSA -0.37
41 Lake County, IL PMSA 0.14
42 Las Vegas, NV MSA -1.10
43 Lowell, MA--NH PMSA -0.91
44 Little Rock--North Little Rock, AR MSA -1.21
45 Los Angeles--Long Beach, CA PMSA -0.10
46 Louisville, KY--IN MSA -0.91
47 Memphis, TN--AR--MS MSA -1.53
48 Miami--Hialeah, FL PMSA -0.30
49 Middlesex--Somerset--Hunterdon, NJ PMSA 0.07
50 Milwaukee, WI PMSA -0.99
51 Minneapolis--St. Paul, MN--WI MSA 1.37
52 Monmouth--Ocean, NJ PMSA -0.62
53 Nashville, TN MSA 1.00
54 Nassau--Suffolk, NY PMSA -0.44
55 New Haven--Meriden, CT MSA 1.24
56 New Orleans, LA MSA 0.86
57 New York, NY PMSA 0.86
58 Newark, NJ PMSA -0.57
59 Norfolk--Virginia Beach
--Newport News, VA MSA -0.80
60 Oakland, CA PMSA 2.08
61 Oklahoma City, OK MSA 0.21
62 Omaha, NE--IA MSA -0.62
63 Orlando, FL MSA -0.74
64 Oxnard--Ventura, CA PMSA 0.56
65 Philadelphia, PA--NJ PMSA -0.24
66 Phoenix, AZ MSA -0.34
67 Pittsburgh, PA PMSA -1.13
68 Portland, OR PMSA 1.06
69 Providence, RI PMSA -1.21
70 Raleigh--Durham, NC MSA 0.26
71 Richmond--Petersburg, VA MSA -0.78
72 Riverside--San Bernardino, CA PMSA -0.63
73 Rochester, NY MSA -0.66
74 Sacramento, CA MSA 1.34
75 St. Louis, MO--IL MSA -0.56
76 Salt Lake City--Ogden, UT MSA -1.04
77 San Antonio, TX MSA 0.12
78 San Diego, CA MSA -0.14
79 San Francisco, CA PMSA 3.80
80 San Jose, CA PMSA 0.72
81 Santa Rosa--Petaluma, CA PMSA 1.81
82 Scranton--Wilkes-Barre, PA MSA -1.12
83 Seattle, WA PMSA 1.34
84 Springfield, MA MSA -1.00
85 Syracuse, NY MSA -0.66
86 Tacoma, WA PMSA -0.47
87 Tampa--St. Petersburg--Clearwater, FL MSA 0.18
88 Toledo, OH MSA -1.33
89 Tucson, AZ MSA 0.24
90 Tulsa, OK MSA 0.62
91 Washington, DC--MD--VA MSA 1.00
92 West Palm Beach--Boca Rato
--Delray Beach, FL MSA -0.83
Note. Gay (Lesbian) Index 1 is measured per 1,000 unmarried males
(females) age 18+. Gay (Lesbian) Index 2 is measured per
1,000 heterosexual cohabiters. Gay (Lesbian) Index 3 is measured
per 100,000 males (females) age 18+. Gay (Lesbian) Index 4 is the
percentage of gay (lesbian) cohabiters of all cohabiters in the area
that is greater (or less) than the percentage of gay (lesbian)
cohabiters of all cohabiters in all 92 areas combined.
Table 1. Means, Standard Deviations, and Minimum and Maximum Values
for Gay and Lesbian Partnering Indexes: 92 Metropolitan Areas of
the U.S., 1990
Minimum Value Maximum Value
Index Mean SD MSA MSA
Gay
Index 1 12.9 11.6 0.7 101.9
Birmingham, AL San Francisco, CA
Lesbian
Index 1 9.6 6.1 0.6 34.2
Birmingham, AL San Francisco, CA
Gay
Index2 31.6 26.5 6.4 247.0
Bakersfield, CA San Francisco, CA
Lesbian
Index2 22.6 11.5 6.0 82.4
Bakersfield, CA San Francisco, CA
Gay
Index3 112.5 121.4 27.0 898.9
Bakersfield, CA San Francisco, CA
Lesbian
Index3 89.0 82.4 20.2 711.2
Charleston, SC Boston, MA
Gay
Index4 -0.8 2.1 -3.1 14.9
Bakersfield, CA San Francisco, CA
Lesbian
Index4 -0.3 1.0 -1.8 3.8
Birmingham, AL San Francisco, CA
Note. Gay (Lesbian) Index 1 is measured per 1,000 unmarried males
(females) age 18+. Gay (Lesbian) Index 2 is measured per
1,000 heterosexual cohabiters. Gay (Lesbian) Index 3 is measured
per 100,000 males (females) age 18+. Gay (Lesbian) Index 4 is the
percentage of gay (lesbian) cohabiters of all cohabiters in the
area that is greater (or less) than the percentage of gay (lesbian)
cohabiters of all cohabiters in all 92 areas combined. MSA
= metropolitan statistical area.
Table 2. Zero-Order Correlations for Gay and Lesbian Partnering
Indexes: 92 Metropolitan Areas of the U.S., 1990
Gay Gay Gay Gay Lesbian
Index 1 Index 2 Index 3 Index 4 Index 1
Gay
Index 1 -- .947 .796 .943 .709
Gay
Index 2 -- .692 .995 .558
Gay
Index 3 -- .828 .552
Gay
Index 4 -- .559
Lesbian
Index 1 --
Lesbian
Index 2
Lesbian
Index 3
Lesbian
Index
Lesbian Lesbian Lesbian
Index 2 Index 3 Index 4
Gay
Index 1 .706 .417 .630
Gay
Index 2 .702 .416 .617
Gay
Index 3 .692 .817 .631
Gay
Index 4 .702 .422 .623
Lesbian
Index 1 .871 .574 .871
Lesbian
Index 2 -- .680 .992
Lesbian
Index 3 -- .683
Lesbian
Index --
Note. All correlations significant at p < .001.
Table 3. Zero-Order Correlations for Two Gay and Lesbian
Partnering Indexes with Social, Ecological, and
Political Correlates: 83 Metropolitan Areas of the
U.S., 1990
Correlates Gay Index 1 Lesbian Index 1
% Republican -.349 (.001) -.409 (.000)
% Southern Baptist -.212 (.054) -.269 (.014)
Unemployment rate -.154 (.164) -.084 (.450)
July temperature -.346 (.001) -.478 (.000)
Sodomy (homo and hetero) -.198 (.073) -.290 (.008)
Sodomy (homo) -.068 (.542) -.120 (.281)
Note. p values in parentheses.
Table 4. Metric and Standardized Regression Coefficients
for Gay and Lesbian Partnering Indexes on Social,
Ecological, and Political Correlates: 83
Metropolitan Areas of the U.S., 1990
Correlates Gay Index I Lesbian Index 1
% Republican -0.339 (.018) -.177 (.12)
(-.279) (-.278)
Southern Baptist -.005 (.811) -.002 (.819)
(-.028) (-.026)
Unemployment rate -1.523 (.010) -.663 (.023)
(-.270) (-.224)
July temperature -.582 (.025) -.440 (.001)
(-.290) (-.418)
Sodomy (homo) 1.104 (.786) .747 (.708)
(.032) (.042)
Constant 87.248 (.000) 57.736 (.000)
[R.sup.2] (adj.) .194 .292
Note. p values reported in parentheses to the right of the metric
coefficients. Standardized coefficients reported in parentheses
below the metric coefficients.
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