Printer Friendly
The Free Library
14,506,614 articles and books
Member login
User name  
Password 
 
Join us Forgot password?

The impact of touch-tone data entry on reports of HIV and STD risk behaviors in telephone interviews.


Policy development for human immunodeficiency virus human immunodeficiency virus
n.
HIV.


Human immunodeficiency virus (HIV)
A transmissible retrovirus that causes AIDS in humans.
 (HIV HIV (Human Immunodeficiency Virus), either of two closely related retroviruses that invade T-helper lymphocytes and are responsible for AIDS. There are two types of HIV: HIV-1 and HIV-2. HIV-1 is responsible for the vast majority of AIDS in the United States. ) and sexually transmitted disease sexually transmitted disease (STD) or venereal disease, term for infections acquired mainly through sexual contact. Five diseases were traditionally known as venereal diseases: gonorrhea, syphilis, and the less common granuloma inguinale,  (STD (Subscriber Trunk Dialing) Long distance dialing outside of the U.S. that does not require operator intervention. STD prefix codes are required and billing is based on call units, which are a fixed amount of money in the currency of that country. ) prevention calls for high-quality data to develop, target, implement, and evaluate effective prevention programs. While extensive information on HIV and STD risk and preventive preventive /pre·ven·tive/ (pre-vent´iv) prophylactic.

pre·ven·tive or pre·ven·ta·tive
adj.
Preventing or slowing the course of an illness or disease; prophylactic.

n.
 behaviors has been collected for many infected in·fect  
tr.v. in·fect·ed, in·fect·ing, in·fects
1. To contaminate with a pathogenic microorganism or agent.

2. To communicate a pathogen or disease to.

3. To invade and produce infection in.
 and high-risk populations, the inclusion of explicit questions on risk and preventive behaviors in general population surveys has traditionally been limited by concerns about respondents' willingness to answer sensitive questions honestly. This manuscript reports on an investigation into whether telephone data entry will lead to higher population-based prevalence estimates for HIV and STD risk behaviors. Our assumption is that an increase in affirmative AFFIRMATIVE. Averring a fact to be true; that which is opposed to negative. (q.v.)
     2. It is a general rule of evidence that the affirmative of the issue must be proved. Bull. N. P. 298 ; Peake, Ev. 2.
     3.
 responses to sensitive questions on such behaviors suggests greater honesty or enhanced self-disclosure.

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.  may be more willing to answer sensitive questions honestly when they believe that their answers will remain anonymous or confidential. It has been hypothesized, for example, that "the greater anonymity associated with telephone interviews compared with personal contact could yield more frequent reports of risky, socially disapproved behaviours" (Nebot et al., 1994, p. 413). Indeed, studies have shown that less traditional or more embarrassing sexual behavior sexual behavior A person's sexual practices–ie, whether he/she engages in heterosexual or homosexual activity. See Sex life, Sexual life.  information (such as the number of sexual partners in the past year) is more likely to be admitted over the telephone than in face-to-face interviews (Czaja, 1987; see also Nebot et al., 1994, for similar results with adolescents). Yet, questions about less sensitive and more traditional sexual behaviors (such as average frequency of sexual intercourse sexual intercourse
 or coitus or copulation

Act in which the male reproductive organ enters the female reproductive tract (see reproductive system).
 per week) were answered similarly in both modes.

Because increased perceptions of anonymity and confidentiality may result in more trustworthy answers, survey researchers have pursued new methods to increase these perceptions by increasing respondents' privacy. This research has led to the development of computer assisted self-interviewing (CASI CASI Campaign Against Sanctions on Iraq (UK)
CASI Center for Aerospace Information
CASI Council on Accreditation and School Improvement
CASI Canadian Aeronautics and Space Institute
CASI Canadian Association of Snowboard Instructors
) and audio-CASI (where the survey questions are presented via headphones Head-mounted speakers. Headphones have a strap that rests on top of the head, positioning a pair of speakers over both ears. For listening to music or monitoring live performances and audio tracks, both left and right channels are required. ). Both techniques protect respondents from having their individual and identifiable responses overheard or read by persons not participating in the interview. The increased privacy from these techniques has been shown to increase reporting of sexual activity, drug use, and drug use during sexual activity (Tourangeau & Smith, 1998; Tumer, Ku, et al., 1998).

The most straightforward equivalent to audio-CASI for a telephone survey is having a computerized computerized

adapted for analysis, storage and retrieval on a computer.


computerized axial tomography
see computed tomography.
 voice read the questions and answer options and having the 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.  enter the answers into the phone. When respondents use the touch-tone keys, this technique is commonly known as telephone audio-CASI (T-ACASI). Some researchers also refer to this technique as interactive voice response (IVR (Interactive Voice Response) An automated telephone information system that speaks to the caller with a combination of fixed voice menus and data extracted from databases in real time. ), although this term is best used when the computer is programmed to comprehend verbal answers. Both techniques increase reporting of sensitive behaviors (Gribble grib·ble  
n.
Any of several small wood-boring marine isopod crustaceans of the genus Limnoria, especially L. lignorum, which often damage underwater wooden structures.
 et al., 2000; Turner, Forsyth, et al., 1998). However, their impersonal im·per·son·al  
adj.
1. Lacking personality; not being a person: an impersonal force.

2.
a. Showing no emotion or personality: an aloof, impersonal manner.
 nature can lead to increased interview break-offs and low response rates (Gribble et al., 2000), perhaps because they squander squan·der  
tr.v. squan·dered, squan·der·ing, squan·ders
1. To spend wastefully or extravagantly; dissipate. See Synonyms at waste.

2.
 any rapport The former name of device management software from Wyse Technology, San Jose, CA (www.wyse.com) that is designed to centrally control up to 100,000+ devices, including Wyse thin clients (see Winterm), Palm, PocketPC and other mobile devices.  that the interviewer may develop with the respondent.

A more personal hybrid of T-ACASI has been recently tested in a study of the sexual behaviors of District of Columbia District of Columbia, federal district (2000 pop. 572,059, a 5.7% decrease in population since the 1990 census), 69 sq mi (179 sq km), on the east bank of the Potomac River, coextensive with the city of Washington, D.C. (the capital of the United States).  adolescents ages 12 to 15 (Boekeloo, Schamus, Simmens, & Cheng, 1998). In this study, interviewers read sensitive questions over the telephone and adolescents responded by pressing or dialing the appropriate telephone digit. To retrieve adolescents' responses, Digit Grabber[R] dialed-digit meters (Model TPM-32, Metro Tel Corporation, Jericho, NY) were used. When the adolescents pressed telephone digits, the numbers matching the tones were displayed to the interviewers on an alphanumeric alphanumeric (ăl'fənmĕr`ĭk) or alphameric (ăl'fəmĕr`ĭk), the set of letters and numbers.  screen. The interviewers then transferred the displayed digit to the answer form. This response mode ensured the privacy of adolescents' responses, in the event that parents or siblings siblings npl (formal) → frères et sœurs mpl (de mêmes parents)  were listening to the interview on a telephone extension.

The prevalence estimates for sexual behaviors among these 14- to 15-year-olds were considered reliable because they were similar to estimates from the 1995 Youth Risk Behavior Survey The Youth Risk Behavior Survey (YRBS) is a biannual survey of adolescent health risk and health protective behaviors such as smoking, drinking, drug use, diet, and physical activity conducted by the Centers for Disease Control and Prevention.  (YRBS YRBS Youth Risk Behavior Survey ) of Washington DC 9th-grade students. The YRBS is a paper-and-pencil questionnaire self-administered in schools (Kann et al., 2000). Thus, it was concluded that telephone response and Digit Grabber[R] dialed-digit meters provide a reliable way of assessing sexual behavior in adolescents.

The question we wanted to answer with this study was the following: Will touch-tone data entry (TTDE TTDE Through the Dragon's Eye (UK educational childrens program) ) and Digit Grabber[R] dialed-digit meters influence population-based survey estimates of adult sexual behavior? To answer this question, we used dialed-digit meters in a telephone-based field test of HIV and STD risk and preventive behavior questions using a random-digit-dial sample of the general population. This field test randomly selected and recruited 405 adults ages 18 to 49 in New Jersey. Approximately half the respondents used their touch-tone telephones when answering the HIV and STD risk behavior questions; the remaining half did not use TTDE. We hypothesized that TTDE would lead to higher prevalence estimates for sexual behaviors.

METHOD

The field test was conducted as a module of the State and Local Area Integrated Telephone Survey (SLAITS SLAITS State and Local Area Integrated Telephone Survey ), which shares the large random-digit-dial sampling frame of the National Immunization immunization: see immunity; vaccination.  Survey (NIS Niš or Nish (both: nēsh), city (1991 pop. 175,391), SE Serbia, on the Nišava River. An important railway and industrial center, it has industries that manufacture textiles, electronics, spirits, and locomotives. ; Ezzati-Rice, Cynamon, Blumberg, & Madans, 2000). Both surveys are sponsored by the Centers for Disease Control and Prevention Centers for Disease Control and Prevention (CDC), agency of the U.S. Public Health Service since 1973, with headquarters in Atlanta; it was established in 1946 as the Communicable Disease Center.  (CDC See Control Data, century date change and Back Orifice.

CDC - Control Data Corporation
). For the SLAITS HIV Testing HIV test Various tests have been used to detect HIV and production of antibodies thereto; some HTs shown below are no longer actively used, but are listed for completeness and context. See HIV, Immunoblot.  and STD Risk Behaviors Module field test, the sample was restricted to telephone numbers randomly generated in New Jersey, but not used for NIS administration.

From February 7, 2000, through March 31, 2000, a total of 405 telephone interviews were completed with residents of New Jersey ages 18 to 49. Survey topics included health care utilization, health insurance coverage, demographic information, hepatitis C Hepatitis C Definition

Hepatitis C is a form of liver inflammation that causes primarily a long-lasting (chronic) disease. Acute (newly developed) hepatitis C is rarely observed as the early disease is generally quite mild.
 knowledge, HIV testing, and sexual history. The questionnaire was designed so that a series of less sensitive questions would precede the questions on HIV testing and sexual history. Most of the sexual history questions were adapted from a standardized standardized

pertaining to data that have been submitted to standardization procedures.


standardized morbidity rate
see morbidity rate.

standardized mortality rate
see mortality rate.
 set of behavioral risk questions (Rietmeijer, Lansky, Anderson, & Fichtner, 2001); key questions are listed in the Appendix. In addition, for two risk questions respondents were asked "... if any of these statements are true for you. Do not tell me which statements are true for you, just if any of them are." The first set of statements was drawn from the Behavioral Risk Factor Surveillance System The Behavioral Risk Factor Surveillance System (BRFSS) is a United States national health survey that looks at behavioral risk factors. It is run by Centers for Disease Control and Prevention and conducted by the individual states.  (BRFSS BRFSS Behavioral Risk Factor Surveillance System ; Behavioral Risk Factor, 1999), with the addition of a statement concerning hemophiliacs. The second set of statements reflects additional behavioral risks that are included in the National Health Interview Survey (2000), with the addition of a statement concerning non-monogamy. The specific statements are included in the Appendix.

An advance letter was sent when a mailing address could be located for a randomly generated telephone number; we located addresses for 59.1% of the randomly generated telephone numbers. This letter alerted potential respondents to expect a telephone call and informed them that the survey would include questions about health care services, health insurance, health risk behaviors, and sexual activity. When we contacted households by telephone, we provided similar information and obtained consent to participate.

Households were initially screened for adults within the eligible age range (18-49 years old). If more than one adult within the specified age range lived in the sampled household, the adult who most recently observed his or her birthday was invited to participate. Selected respondents who chose not to participate were not replaced by others within the household.

All survey questions were answered by voice except for questions on sexual history. For this section, we randomly assigned as·sign  
tr.v. as·signed, as·sign·ing, as·signs
1. To set apart for a particular purpose; designate: assigned a day for the inspection.

2.
 the 405 respondents to one of two groups: those who would answer the sexual history questions by voice (n = 190) and those who would answer the sexual history questions using TTDE (n = 215). Two respondents who were initially assigned to use TTDE for the sexual history questions were later reassigned because their typed digits did not provide a tone strong enough for the dialed-digit meters. In addition, if respondents who were initially assigned to use TTDE said that they preferred to answer the sexual history questions verbally, they were permitted to do so.

Before the questions on sexual history, and after being reminded of the confidentiality of their answers, respondents in the TTDE group were told, "Because you may consider these questions to be sensitive, and I want you to feel comfortable giving me honest answers, I would like you to answer these questions by using your telephone keypad A telephone keypad is a keypad that appears on a “Touch Tone” telephone. It was standardised when the Dual-tone multi-frequency (DTMF) system was introduced in the 1960s, and replaced the rotary dial. . Instead of directly telling me what your answers are, I would like you to enter your answers into the telephone. The number you press or dial will then appear on my computer screen. Most of the questions are answered with a yes or a no. If your answer is yes, press or dial one. If your answer is no, press or dial two. If you don't know Don't know (DK, DKed)

"Don't know the trade." A Street expression used whenever one party lacks knowledge of a trade or receives conflicting instructions from the other party.
 an answer, just let me know. Also, please let me know if you want to skip any one question or want to skip this entire section." Thus, respondents in the TTDE group were aware that this response mode did not increase anonymity or confidentiality, but would increase privacy (e.g., if someone else was listening to the interview). In contrast, respondents in the voice-response group were reminded of the confidentiality of their answers and then were told, "You may consider these questions to be sensitive, and I hope you will feel comfortable giving me honest answers. However, please let me know if you want to skip any one question or want to skip this entire section." In both groups, respondents were aware that the interviewer was available to clarify survey items or to proceed if the item was not answered.

Trained professional interviewers conducted the survey using computer-assisted telephone interviewing (CATI CATI Computer-Assisted Telephone Interviewing
CATI California Agricultural Technology Institute
CATI Center for Advanced Technology & Innovation
CATI Carolina Association of Translators & Interpreters
) technology. This data collection method employs computer software to guide the interviewers through the questionnaire, automatically routing them to appropriate questions based on answers to previous questions. Interviewers enter survey responses directly into the computer and the CATI program determines if the selected response is within an allowable range, checks it for consistency against other data collected during the interview, and saves the responses into a survey data file.

Digit Grabber[R] dialed-digit meters decoded responses entered with touch-tone telephones. Interviewers then manually transferred each response to the CATI system and read aloud the next question presented by the system. When dialed-digit meters are used with a CATI system, the technique can be referred to as touch-tone-entry-CATI, or TTE-CATI.

To produce population-based estimates, we assigned a sampling weight to the data for each respondent. This weight reflected the probability of selecting a respondent's telephone number, an adjustment for households with multiple telephone numbers, and adjustments that compensated for unit nonresponse. Finally, we adjusted the weights using poststratification control totals. These control totals were based on two elements: (a) the number of persons between the ages of 18 and 49 in New Jersey by age group (18-30 or 31-49), gender (male or female), and race-ethnicity (non-Hispanic white, non-Hispanic black, or all others) using U.S. Census projections (Campbell, 1996); and (b) the estimated percentage of persons between the ages of 18 and 49 from households with telephones and without telephones from the latest Current Population Survey data. This latter element helps adjust for the noncoverage of households without telephones (Brick, Waksberg, & Keeter, 1996). Statistical tests using weighted data were conducted using SUDAAN (Shah Shah is a Persian term for a monarch (ruler) that has been adopted in many other languages. This term is a Post Islamic Revolution term for monarchs in Iran which is replaced by valie faghih or Supreme Leader. , Barnwell, & Bieler, 1997).

RESULTS

Response Rate, Coverage Bias, and Random Assignment Bias

The overall response rate, calculated in accordance Accordance is Bible Study Software for Macintosh developed by OakTree Software, Inc.[]

As well as a standalone program, it is the base software packaged by Zondervan in their Bible Study suites for Macintosh.
 with the American Association American Association refers to one of the following professional baseball leagues:
  • American Association (19th century), active from 1882 to 1891.
  • American Association (20th century), active from 1902 to 1962 and 1969 to 1997.
 for Public Opinion Research's (2000) Standard Definitions for Response Rate #3 and using the assumptions detailed by Ezzati-Rice, Frankel, et al. (2000), was 32.2%. Of the 5,139 telephone numbers dialed, 2,057 were not eligible because the number was nonresidential or not working, 470 were residential but not age-eligible, and 1,938 were of unknown eligibility. The interview cooperation rate, a measure of the number of respondents who completed interviews (405) among identified eligible respondents who were capable of completing an interview in English (629), was 64.4%. Thus, difficulties identifying and screening households among the sampled telephone numbers contributed more to the low overall response rate than did refusals from potential eligible respondents (Osbom, Blumberg, & Olson, 2000).

Still, we determined that a more detailed analysis of potential coverage bias was prudent. We used independent-samples t tests and a one-way analysis of variance with planned contrasts to compare the sampling weights within each poststratification category. Younger adults (t [192.8; unequal variance] = 2.06, p = .040), males (t [241; unequal variance] = 5.90, p < .001), and Hispanics/other races (F [1, 399] = 6.29, p = .013) were underrepresented un·der·rep·re·sent·ed  
adj.
Insufficiently or inadequately represented: the underrepresented minority groups, ignored by the government. 
 in the sample.

However, these groups are typically underrepresented in random-digit-dial telephone surveys. To determine if the bias for this sample was larger than for the typical telephone survey sample, we compared selected characteristics of the respondents (see Table 1) with characteristics of the respondents to the BRFSS in New Jersey. The BRFSS (1999) was a general population, random-digit-dial health survey of adults in all 50 states that includes questions on HIV testing and risk behaviors. The field test respondents were more likely than BRFSS respondents to be living in households with income at or above $50,000 (65.1% vs. 53.4%, z = 3.34, p < .001), were less likely to be employed in the week preceding the interview (75.7% vs. 81.3%, z = 1.98, p = .048), and were more likely to report little or no chance of getting HIV (94.9% vs. 90.7%, z = 2.64, p = .008).

To evaluate whether the population estimated by the TTDE group differed from the population estimated by the voice-response group, we used logistic regression In statistics, logistic regression is a regression model for binomially distributed response/dependent variables. It is useful for modeling the probability of an event occurring as a function of other factors.  analyses to determine if assignment to either data collection mode could be significantly predicted by various demographic and health variables (see Table 1). We used weighted data for these analyses because the research question asked whether population-based estimates using TTDE differed from population-based estimates without TTDE. Adults with more than a high school education were more likely to be assigned to the TTDE group than to the voice-response group, F (1, 403) = 3.99, p = .046, odds ratio (OR) = 1.65, 95% confidence interval confidence interval,
n a statistical device used to determine the range within which an acceptable datum would fall. Confidence intervals are usually expressed in percentages, typically 95% or 99%.
 (CI): 1.01-2.70. Therefore, all analyses of the impact of TTDE on responses included the education variable as a covariate.

Preference for Voice Response

For the previous analyses of random-assignment bias, we considered only the group to which the respondent was initially assigned. Of those assigned to the TTDE group, 26 (12.2%) said that they preferred to answer verbally and were permitted to do so. Seven respondents believed that it would be faster to answer verbally and 5 stated that it would be easier to answer by voice. One of these respondents mentioned that voice was easier because the pushbuttons were on her handset The part of the telephone that contains the speaker and the microphone. On a desktop phone, the part you hold in your hand is the handset. On a cellphone, the entire phone is the handset. See multihandset cordless and headset. ; another indicated that he was using a portable handset and the telephone base with the pushbuttons was in a different room. Two respondents declined to use TTDE because they believed (correctly) that it did not increase confidentiality. The remainder did not provide a reason. Because the primary research question was to determine the impact of using TTDE on population-based estimates from future surveys (where respondents would also presumably pre·sum·a·ble  
adj.
That can be presumed or taken for granted; reasonable as a supposition: presumable causes of the disaster.
 have a choice), later analyses included these respondents in their original group, even though they preferred to respond verbally.

Impact of TTDE on Item Nonresponse

During the interview, respondents had the option of refusing individual questions, and they could refuse to answer an entire section of questions. Still, the sexual history section of the interview had high item-cooperation rates. Only 21 respondents (5.2%) exercised the option to skip all or a significant portion of the sexual history section; 10 had been assigned to answer using TTDE. An additional 16 respondents (4.0%) refused to answer at least one question during the sexual history section; 6 were in the TTDE group. Thus, the response mode did not influence section nonresponse, [chi square chi square (kī),
n a nonparametric statistic used with discrete data in the form of frequency count (nominal data) or percentages or proportions that can be reduced to frequencies.
] (1) = .05, p = .83, or item nonresponse, [chi square] (1) = 1.00, p = .32.

Impact of TTDE on Responses

We conducted logistic regression analyses to examine the impact of using TTDE. These analyses examined whether reports of sexual behaviors could be predicted by the response mode to which respondents were assigned. Because of complex skip patterns employed during this section of the questionnaire, few respondents received all questions. Questions were skipped when previous answers yielded the information sought (e.g., a sexually active respondent with only one sexual partner in the past 10 years was not asked for the number of sexual partners in the past 12 months). However, to evaluate the effect of the response mode on population-based estimates of sexual behaviors, we performed analyses on the weighted data for all respondents with valid data, regardless of whether the data were reported directly or derived from previous answers.

Table 2 presents the population-based estimates by response mode, as well as the results of the logistic regression analyses. The items are listed in the order that they appeared in the questionnaire. Detailed questions about sexual activity were not asked of persons who had had no sexual activity in the past 12 months, nor were they asked of persons with only one partner in the past year when that partner was a main partner and they had no other risk factors based on the two questions that presented 10 specific risk statements. As can be seen in Table 2, questions about some sexual behaviors were therefore asked of only a small group of respondents. Due to the sample size, interpretation of these results should be made cautiously.

Respondents answering with touch-tone telephones were significantly more likely (p < .05, two-tailed) to report being worried about contracting AIDS or STDs and having an HIV or STD transmission risk factor, and they were marginally more likely (p <. 10, two-tailed) to report using a condom 1. condom - The protective plastic bag that accompanies 3.5-inch microfloppy diskettes. Rarely, also used of (paper) disk envelopes. Unlike the write protect tab, the condom (when left on) not only impedes the practice of SEX but has also been shown to have a high failure  and having oral sex during last sex with their main partner (see Table 2). In addition, it is perhaps interesting to note that of the 64 respondents asked about the gender of their sexual partners, the 7 respondents who reported same-sex activity in the past 12 months were in the TTDE group. (The probability that all 7 would be randomly assigned to this group is less than 1%.) Statistically significant differences between response modes were not found for reports of any other behaviors.

Impact of TTDE and Gender on Responses

In focus groups conducted prior to the present research (Blumberg & Cynamon, 2000), men were more likely than women to suggest that they would be able to distinguish between different touch-tone sounds and therefore would be less confident that TTDE would enhance privacy. To determine if the effect of TTDE was qualified by gender, all logistic regression analyses in Table 2 were also conducted using gender as a main effect and in an interaction term with response mode.

The main effect of gender was significant for reports of multiple sexual partners in the past 10 years among sexually active respondents, F (1, 338) = 9.43, p = .002, but was qualified by a significant interaction effect, F (1,338) = 6.46, p = .01. Women were more likely to report multiple sexual partners in the past 10 years using TTDE than using voice response, F (1, 338) = 5.80, p = .02, OR = 2.16, 95% CI: 1.15-4.04. TTDE did not significantly affect men's responses, F (1,338) = 1.78, p = .18.

The number of different sexual partners in the past 10 years was reported as a continuous integer integer: see number; number theory  variable, and therefore could also be examined as such. However, because of a positive skew (1) The misalignment of a document or punch card in the feed tray or hopper that prohibits it from being scanned or read properly.

(2) In facsimile, the difference in rectangularity between the received and transmitted page.
, logarithmic logarithmic

pertaining to logarithm.


logarithmic relationship
when the logs of two variables plotted against each other create a straight line.
 transformation of the data for this variable was necessary prior to any statistical tests. As expected from previous research (Tourangeau & Smith, 1996), men reported more sexual partners in the past 10 years than did women, F (1,338) = 15.44, p < .001. However, this difference was smaller (though not eliminated) when TTDE was used, M (men, TTDE) = 4.56, M (women, TTDE) = 2.82, M (men, voice) = 5.98, M (women, voice) = 2.06, F (1, 338) = 3.85, p = .05.

Gender did not qualify the response mode results for any other behaviors, p >. 10.

DISCUSSION

An assurance of privacy is essential before anyone should be expected to truthfully answer survey items on sensitive behaviors (Rasinski, Willis, Baldwin, Yeh, & Lee, 1999). This manuscript presents the results of a field test of a random-digit-dial survey that focused on one potential new telephone survey method that may increase perceptions of privacy: touch-tone data entry (TTDE) with Digit Grabber[R] dialed-digit meters.

Summary and Conclusions

This field test demonstrated that TTDE had little effect, if any, on population-based estimates of sex in the past 12 months, lifetime condom use, sex with someone who was not a main partner, or general risk factors for transmission of HIV (e.g., intravenous drug use intravenous drug use Intravenous drug abuse The habitual IV injection of drugs of abuse Epidemiology In the US ± 2.5 million–population ± 235 million have used IVDs Infections Pyogenic–eg, endocarditis, pneumonia, sepsis Common agents , treatment for other STDs). However, TTDE did result in increased estimates of the proportion of women with multiple sexual partners in past 10 years, same-sex sexual behavior, highly sensitive Adj. 1. highly sensitive - readily affected by various agents; "a highly sensitive explosive is easily exploded by a shock"; "a sensitive colloid is readily coagulated"  risk factors (e.g., sex with nonmonogamous partners, sex with gay men, trading sex for money or drugs), and concern that one has put oneself at risk for HIV or STD transmission.

The impact of TTDE, therefore, may be related to the sensitivity of the questions. We are hesitant hes·i·tant  
adj.
Inclined or tending to hesitate.



hesi·tant·ly adv.
, however, to conclude that this field test provides conclusive evidence CONCLUSIVE EVIDENCE. That which cannot be contradicted by any other evidence,; for example, a record, unless impeached for fraud, is conclusive evidence between the parties. 3 Bouv. Inst. n. 3061-62.  about which specific survey questions are sensitive enough to require special data collection modes such as TTDE. Sensitivity is in the eye of the beholder, and these subjective perceptions can be dependent on several aspects of the respondent's situation that are independent of the specific question content. For example, the context of a survey question can influence the perception of a question's sensitivity; questions about number of sexual partners may seem quite sensitive when following questions about one's favorite color, but less sensitive (we imagine) when following questions about masturbation masturbation

Erotic stimulation of one's own genital organs, usually to achieve orgasm. Masturbatory behavior is common in infants and adolescents, and is indulged in by many adults as well. Studies indicate that over 90% of U.S. males and 60–80% of U.S.
. Perceptions of sensitivity may also depend on norms that specify desirable attitudes or behaviors, norms that specify when questions invade in·vade  
v. in·vad·ed, in·vad·ing, in·vades

v.tr.
1. To enter by force in order to conquer or pillage.

2.
 one's privacy, and the potential threat from disclosure of answers to third parties such as other government agencies, neighbors, or employers (Tourangeau, Rips, & Rasinski, 2000).

We have hypothesized that TTDE increases population-based estimates for some sensitive sexual behaviors by increasing respondents' privacy. Because respondents do not provide their answers aloud, the potential threat of disclosure to third parties (e.g., family members) is reduced. As just noted, the reduction of this threat may reduce the perceived sensitivity of the questions, which in turn could reduce the need to censor censor (sĕn`sər), title of two magistrates of ancient Rome (from c.443 B.C. to the time of Domitian). They took the census (by which they assessed taxation, voting, and military service) and supervised public behavior.  or edit one's answers. However, it is also possible that the use of TTDE heightened respondents' sense of the importance and legitimacy LEGITIMACY. The state of being born in wedlock; that is, in a lawful manner.
     2. Marriage is considered by all civilized nations as the only source of legitimacy; the qualities of husband and wife must be possessed by the parents in order to make the offspring
 of the study and the need for accurate answers. Greater self-disclosure may also have been encouraged because the use of TTDE can be a sign of the interviewers' concern, empathy empathy

Ability to imagine oneself in another's place and understand the other's feelings, desires, ideas, and actions. The empathic actor or singer is one who genuinely feels the part he or she is performing.
, or sensitivity toward the respondent. In addition, TTDE slowed the interviewing process, which may have provided respondents with more opportunity to think about the accuracy of their answers. These alternative explanations for the impact of TTDE posit that TTDE affects the dynamics of the interview process rather than (or in addition to) the respondents' perceptions of privacy. Regrettably, no data on perceptions of privacy or on the dynamics of the interview were collected. Future experiments will therefore be necessary to test the validity of these explanations. If TTDE is shown to impact the dynamics of the interview process, researchers may also want to examine whether the impact of TTDE is greater than the impact of improved interviewer training in conveying legitimacy, empathy, and the need for accurate answers.

Limitations

Use of TTDE is not without its difficulties. A sizeable proportion of respondents preferred to respond by voice instead, citing its speed and ease relative to TTDE. In particular, one respondent noted the difficulty posed by telephones with keypads on the handset. Of the respondents in the TTDE group, 68.8% were using telephones with this configuration, suggesting that others may have also found this process cumbersome cum·ber·some  
adj.
1. Difficult to handle because of weight or bulk. See Synonyms at heavy.

2. Troublesome or onerous.



cum
. Furthermore, at least 1 in 10 respondents asked if they were "doing it right," and, in total, 34 out-of-range values were entered by 17 respondents. (When this occurred, interviewers asked respondents to enter the answer again.) This raises the possibility that other incorrect values were entered by respondents, but were not recognized as such by the interviewers. Finally, TTDE does not work with rotary-dial telephones; in this field test, only 2 respondents were using these phones and both had been preassigned to the voice-response group.

In addition to potential problems with TTDE, the results of this research are subject to other limitations. Due to the small sample size, some effects that may appear to be large in size (OR = 4.0; Rosenthal, 1996) did not reach the standard level of statistical significance (p < .05, two-tailed) and could be due to random error. The small sample for the survey and the low response rate may have also introduced biases that could not be evaluated using the available data. The field test sample was comparable demographically with the BRFSS sample in New Jersey, but both samples exclude persons without telephones, persons living in institutionalized in·sti·tu·tion·al·ize  
tr.v. in·sti·tu·tion·al·ized, in·sti·tu·tion·al·iz·ing, in·sti·tu·tion·al·iz·es
1.
a. To make into, treat as, or give the character of an institution to.

b.
 settings, and persons who are linguistically isolated. By restricting the sample to adults 18 to 49 years of age in New Jersey, this research also may not be generalizable gen·er·al·ize  
v. gen·er·al·ized, gen·er·al·iz·ing, gen·er·al·iz·es

v.tr.
1.
a. To reduce to a general form, class, or law.

b. To render indefinite or unspecific.

2.
 to other populations.

But perhaps the most critical limitation is the reliance on self-reported data with no external validation See validate.

validation - The stage in the software life-cycle at the end of the development process where software is evaluated to ensure that it complies with the requirements.
. Therefore, though this research assumed that increased reports of less prevalent socially proscribed PROSCRIBED, civil law. Among the Romans, a man was said to be proscribed when a reward was offered for his head; but the term was more usually applied to those who were sentenced to some punishment which carried with it the consequences of civil death. Code, 9; 49.  behaviors meant increased response validity, we have no ability to confirm or refute re·fute  
tr.v. re·fut·ed, re·fut·ing, re·futes
1. To prove to be false or erroneous; overthrow by argument or proof: refute testimony.

2.
 this assumption. The best indicator available is the difference between men's and women's reports of the number of different sexual partners over the past 10 years. Except for possible gender differences in the number of 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.
 partners, the gender-specific population averages for the number of sexual partners should presumably be similar (Tourangeau & Smith, 1996). TTDE narrowed the difference between these reports, suggesting that responses with TTDE were more valid than those with voice response. But the gap between men's and women's reports was not closed, suggesting that TTDE may not result in completely accurate responses.

Given these limitations, we eagerly await AWAIT, crim. law. Seems to signify what is now understood by lying in wait, or way-laying.  replication In database management, the ability to keep distributed databases synchronized by routinely copying the entire database or subsets of the database to other servers in the network.

There are various replication methods.
 of our findings by researchers with larger samples, increased response rates, and survey questions that lend themselves to either greater external validation (e.g., administrative records) or concurrent validation (e.g., where partners' responses should agree; Card, 1978). Still, the results of this experiment suggest that TTDE results in enhanced self-disclosure for sensitive survey questions. In this way, TTDE has an effect similar to that of T-ACASI (Gribble et al., 2000; Turner, Forsyth, et al., 1998). In contrast to T-ACASI, however, the presence of interviewers may improve data quality and reduce interview break-offs because interviewers can respond to requests for clarification. Also, because Digit Grabber dialed-digit meters are relatively inexpensive (less than $300) and can be attached to any touch-tone telephone, this method may also provide an economical alternative to T-ACASI.

APPENDIX

Complete Text of Selected Sexual Behavior Questions, SLAITS HIV Testing and STD Risk Behaviors Module, New Jersey, 2000

1. At any time during the past 12 months, have you worried about contracting AIDS or STDs from a sexual partner?

2. During the past 10 years, have you had sex? By sex, I mean oral, vaginal vag·i·nal
adj.
1. Of or relating to the vagina.

2. Relating to or resembling a sheath.



vaginal

pertaining to the vagina, the tunica vaginalis testis, or to any sheath.
, or anal sex Noun 1. anal sex - intercourse via the anus, committed by a man with a man or woman
anal intercourse, buggery, sodomy

sexual perversion, perversion - an aberrant sexual practice;
, but NOT masturbation.

3. During the past 10 years, with how many people have you had sex?

4. During the past 12 months, have you had sex?

5. During the past 12 months, with how many people have you had sex?

6. For this survey, we are going to use the term "main sexual partner" to describe someone who is your spouse, lover, or anyone else you feel committed to or have a special relationship with. During the past 12 months, have you had sex with a main sexual partner?

7. During the past 12 months, have you had sex with someone who was not your main sexual partner?

8. I'm going to read a list of 5 statements. When I am done, I will ask if any of these statements are true for you. Do not tell me which statements are true for you, just if any of them are.

a) You have hemophilia hemophilia (hē'məfĭl`ēə,–fēl`yə), genetic disease in which the clotting ability of the blood is impaired and excessive bleeding results. .

b) You have tested positive for having HIV.

c) In the past year, you took street drugs using a needle.

d) In the past year, you have been treated for a sexually transmitted disease.

e) In the past year, you had anal sex without a condom.

9. Again, I'm going to read a list of 5 statements. When I am done, I will ask if any of these statements are true for you. As before, do not tell me which statements are true you, just if any of them are.

a) You have been diagnosed with hepatitis B Hepatitis B Definition

Hepatitis B is a potentially serious form of liver inflammation due to infection by the hepatitis B virus (HBV). It occurs in both rapidly developing (acute) and long-lasting (chronic) forms, and is one of the most common chronic
 or hepatitis C.

b) In the past year, you had sex with someone who was also having sex with other people.

c) In the past year, you had sex with someone who tested positive for HIV or any other sexually transmitted disease.

d) In the past year, you had sex with a man who has sex with men.

e) In the past year, you traded sex for money or drugs.

10. Have you or your partners ever used a condom during sex?

11. The last time you had sex with your main sexual partner, was a condom used?

12. The last time you had sex with this partner, did you have oral sex?

13. My next question is about the gender of your sexual partner or partners during the past 12 months. Have you had sex with only males, only females, or both males and females?

Additional questions concerning anal sex and most recent sex with a non-main partner were also included in the interview. However, small sample sizes 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.
 analyses based on the responses to these questions.
Table 1. Key Estimates From the SLAITS HIV Testing and STD Risk
Behaviors Module, New Jersey, 2000

                                Unweighted
                                proportion      Weighted        Half-
                               of completed    proportion       width
                                interviews    of population   of 95% CI

Demographics
  Age
    18-29                          27.9           30.3           5.5
    30-49                          72.1           69.7           5.5
  Gender
    Male                           40.0           49.4           5.8
    Female                         60.0           50.6           5.8
  Race
    White non-Hispanic             66.7           65.1           5.5
    Black non-Hispanic             15.4           14.2           3.9
    Other                          17.9           20.8           4.8
  Education
    High school or less            32.6           36.7           5.7
    More than high school          67.4           63.3           5.7
  Married?
    Yes                            53.2           54.7           5.8
    No                             46.8           45.3           5.8
  Employed last week?
    Yes                            76.0           75.7           5.1
    No                             24.0           24.3           5.1
  Income
    $49,999 or less                37.2           34.9           6.0
    $50,000 or more                62.8           65.1           6.0
Health
  Self-reported health
      status
    Excellent/very good/good       91.4           91.2           3.4
    Fair/poor                       8.6            8.8           3.4
  Health insurance?
    Yes                            90.9           89.5           3.8
    No                              9.1           10.5           3.8
  Any cost barrier to care
      in past year?
    Yes                             9.2            9.5           3.4
    No                             90.8           90.5           3.4
  Ever had HIV test? (not
      including blood
      donations)
    Yes                            50.0           48.5           5.8
    No                             50.0           51.5           5.8
  Perceived likelihood of
      getting HIV?
    High/medium                     5.1            5.1           2.4
    Low/none                       94.9           94.9           2.4
Sexual behavior (a)
  Active in past year with
      at least one partner?
    Yes                            85.0           84.3           4.4
    No                             15.0           15.7           4.4
  Multiple partners in past
      year if sexually
      active?
    Yes                            12.4           13.7           5.0
    No                             87.6           86.3           5.0

Note. CI = confidence interval.

(a) Sex was defined for respondents as "oral, anal, or vaginal sex,
but not masturbation."

Table 2. Comparison of Estimates for Selected Sexual Behaviors by
Response Mode, SLAITS HIV Testing, and STD Risk Behaviors Module,
New Jersey, 2000

                                                      TTDE

                                                           Sample
                                                 Percent    size

Have worried about contracting AIDS or STDs
  from a sexual partner during past 12 months      12.0      203
Abstained from sex (a) during past 10 years         9.5      203
More than one partner in past 10 years if
  sexually active                                  50.1      183
Abstained from sex during past 12 months           17.5      203
More than one partner in past 12 months if
  sexually active                                  19.5      180
Sex with main partner in past 12 months if
  sexually active                                  96.6      170
Sex with non-main partner in past 12 months if
  sexually active                                   8.9      169
At least one of five HIV/STD risk factors was
  true in past 12 months (b)                        6.4      203
If sexually active, at least one of five
  HIV/STD risk factors was true in past 12
  months (C)                                       11.8      168
Never used condom                                  14.1       39
Condom was used during last sex with main
  partner                                          23.3       33
Had oral sex during last sex with main partner     86.0       33

                                                  Voice response

                                                           Sample
                                                 Percent    size

Have worried about contracting AIDS or STDs
  from a sexual partner during past 12 months       2.6      183
Abstained from sex (a) during past 10 years         8.5      178
More than one partner in past 10 years if
  sexually active                                  48.4      159
Abstained from sex during past 12 months           13.9      178
More than one partner in past 12 months if
  sexually active                                  16.7      164
Sex with main partner in past 12 months if
  sexually active                                  97.2      154
Sex with non-main partner in past 12 months if
  sexually active                                  11.1      154
At least one of five HIV/STD risk factors was
  true in past 12 months (b)                        6.2      180
If sexually active, at least one of five
  HIV/STD risk factors was true in past 12
  months (C)                                        3.4      152
Never used condom                                  13.6       25
Condom was used during last sex with main
  partner                                           4.8       19
Had oral sex during last sex with main partner     56.5       19

                                                     Strength of
                                                     association

                                                               95%
                                                   Odds     confidence
                                                  ratio      interval

Have worried about contracting AIDS or STDs
  from a sexual partner during past 12 months    5.15 **    1.89-14.06
Abstained from sex (a) during past 10 years      1.23       0.47-3.19
More than one partner in past 10 years if
  sexually active                                1.13       0.68-1.87
Abstained from sex during past 12 months         1.33       0.67-2.66
More than one partner in past 12 months if
  sexually active                                1.35       0.59-3.05
Sex with main partner in past 12 months if
  sexually active                                0.87       0.25-2.96
Sex with non-main partner in past 12 months if
  sexually active                                0.82       0.35-1.91
At least one of five HIV/STD risk factors was
  true in past 12 months (b)                     1.24       0.39-3.94
If sexually active, at least one of five
  HIV/STD risk factors was true in past 12
  months (C)                                     3.89 *     1.31-11.57
Never used condom                                1.27       0.22-7.19
Condom was used during last sex with main
  partner                                        4.40 ***   0.83-23.49
Had oral sex during last sex with main partner   4.07 ***   0.83-19.89

Note. For the logistic regression analyses, the voice-response group
was the referent and was compared with the touch-tone data entry group.
Respondent's education was used as a covariate. TTDE = touch-tone data
entry.

(a) Sex was defined for respondents as "oral, anal, or vaginal sex, but
not masturbation." (b) Risk factors were (a) you have hemophilia, (b)
you have tested positive for having HIV, (c) you took street drugs
using a needle, (d) you have been treated for a sexually transmitted
disease, and (e) you had anal sex without a condom. (c) Risk factors
were (a) you have been diagnosed with hepatitis B or C, (b) you had sex
with someone who was also having sex with other people, (c) you had sex
with someone who tested positive for HIV or any other sexually
transmitted disease, (d) you had sex with a man who has sex with men,
and (e) you traded sex for money or drugs.

* p < .05. ** p < .01. *** p < .10.


REFERENCES

American Association for Public Opinion Research The American Association for Public Opinion Research (AAPOR) is the leading professional organization of public opinion and survey research professionals in the U.S., with 1,900 members from academia, media, government, the non-profit sector and private industry. . (2000). Standard definitions: Final dispositions of case codes and outcome rates for surveys. Ann Arbor Ann Arbor, city (1990 pop. 109,592), seat of Washtenaw co., S Mich., on the Huron River; inc. 1851. It is a research and educational center, with a large number of government and industrial research and development firms, many in high-technology fields such as , MI: Author.

Behavioral Risk Factor Surveillance System: 1999 [Data file]. Atlanta, GA: Centers for Disease Control and Prevention, National Center for Chronic Disease Prevention and Health Promotion.

Blumberg, S. J., & Cynamon, M. L. (2000). Respondent acceptance of touch-tone data entry in cognitive interviews on HIV/STD risk behaviors. Federal Committee on Statistical Methodology Statistical Policy Working Paper Series, 30, 689-697.

Boekeloo, B. O., Schamus, L. A., Simmens, S. J., & Cheng, T. L. (1998). Ability to measure sensitive adolescent ad·o·les·cent
adj.
Of, relating to, or undergoing adolescence.

n.
A young person who has undergone puberty but who has not reached full maturity; a teenager.
 behaviors via telephone. American Journal of Preventive Medicine preventive medicine, branch of medicine dealing with the prevention of disease and the maintenance of good health practices. Until recently preventive medicine was largely the domain of the U.S. , 14, 209-216.

Brick, J. M., Waksberg, J., & Keeter, S. (1996). Using data on interruptions in telephone service as coverage adjustments. Survey Methodology, 22, 185-197.

Campbell, P. R. (1996). Population projections for states by age, sex, race, and Hispanic origin: 1995 to 2025 (Report No. PPL-47). Suitland, MD: 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
, Population Division.

Card, J. J. (1978). The correspondence of data gathered from husband and wife: Implications for family planning family planning

Use of measures designed to regulate the number and spacing of children within a family, largely to curb population growth and ensure each family’s access to limited resources.
 studies. Social Biology, 25, 196-204.

Czaja, R. (1987). Asking sensitive behavioral questions in telephone interviews. International Quarterly of Community Health Education, 8, 23-32.

Ezzati-Rice, T. M., Cynamon, M., Blumberg, S. J., & Madans, J. H. (2000). Use of an existing sampling frame to collect broad-based health and health-related data at the state and local level. Federal Committee on Statistical Methodology Statistical Policy Working Paper Series, 30, 283-292.

Ezzati-Rice, T. M., Frankel, M. R., Hoaglin, D. C., Loft, J. D., Coronado, V. G., & Wright, R. A. (2000). An alternative measure of response rate in random-digit-dialing surveys that screen for eligible subpopulations. Journal of Economic and Social Measurement, 26, 99-109.

Gribble, J. N., Miller, H. G., Cooley, P. C., Catania, J. A., Pollack pollack: see cod.
pollack
 or pollock

Either of two commercially important North Atlantic species of food fish in the cod family (Gadidae).
, L., & Turner, C. F. (2000). The impact of T-ACASI interviewing on reported drug use among men who have sex with men Men who have sex with men (MSM) is a term used mostly in the United States to classify men who engage in sex with other men, regardless of whether they self-identify as gay, bisexual, or heterosexual. . Substance Use and Misuse, 35, 869-890.

Kann, L., Kinchen, S. A., Williams, B. I., Ross, J. G., Lowry, R., Grunbaum, J. A., et al. (2000, June). Youth risk behavior surveillance--United States, 1999. CDC Surveillance Summaries, 49(SS-5), 1-94.

National Health Interview Survey: 2000 [Data file]. Hyattsville, MD: National Center for Health Statistics National Center for Health Statistics (NCHS) is part of the Centers for Disease Control and Prevention (CDC), which is part of the United States Department of Health and Human Services.

NCHS is the United States' principal health statistics agency.
.

Nebot, M., Celentano, D. D., Burwell, L., Davis, A., Davis, M., Polacsek, M., et al. (1994). AIDS and behavioural Adj. 1. behavioural - of or relating to behavior; "behavioral sciences"
behavioral
 risk factors in women in inner city Baltimore: A comparison of telephone and face-to-face surveys. Journal of Epidemiology epidemiology, field of medicine concerned with the study of epidemics, outbreaks of disease that affect large numbers of people. Epidemiologists, using sophisticated statistical analyses, field investigations, and complex laboratory techniques, investigate the cause  and Community Health, 48, 412-418.

Osborn, L., Blumberg, S. J., & Olson, L. (2000). Assessing a new data collection methodology for obtaining sensitive data using an RDD RDD Random Digit Dialing
RDD RDF (Resource Description Framework) Declarative Description
RDD Radiological Dispersal Device
RDD Rights Data Dictionary
RDD Radiological Dispersion Device
RDD Respiratory Drug Delivery
 telephone survey. In Proceedings of the Section on Survey Research Methods (pp. 1022-1027). Alexandria, VA: American Statistical Association The American Statistical Association (ASA) is a scientific and educational society in the United States with the stated mission to promote excellence in the application of statistical science across the wealth of human endeavor. .

Rasinski, K. A., Willis, G. B., Baldwin, A. K., Yeh, W. C., & Lee, L. (1999). Methods of data collection, perceptions of risks and losses, and motivation to give truthful answers to sensitive survey questions. Applied Cognitive Psychology cognitive psychology, school of psychology that examines internal mental processes such as problem solving, memory, and language. It had its foundations in the Gestalt psychology of Max Wertheimer, Wolfgang Köhler, and Kurt Koffka, and in the work of Jean ; 13, 465-484.

Rietmeijer, C. A., Lansky, A., Anderson, J. E., & Fichtner, R. R. (2001). Developing standards in behavioral surveillance for HIV/STD prevention. AIDS Education and Prevention, 13, 268-278.

Rosenthal, J. A. (1996). Qualitative descriptors of strength of association and effect size. Journal of Social Service Research, 21, 37-59.

Shah, B. V., Barnwell, B. G., & Bieler, G. S. (1997). SUDAAN (Version 7.5.6) [Computer software]. Research Triangle Park Research Triangle Park, research, business, medical, and educational complex situated in central North Carolina. It has an area of 6,900 acres (2,795 hectares) and is 8 × 2 mi (13 × 3 km) in size. Named for the triangle formed by Duke Univ. , NC: Research Triangle Institute The Research Triangle Institute (RTI) is a non-profit research organization based in the Research Triangle Park (RTP) of North Carolina. RTI is the oldest tenant of this major research park, and the sister organization to the Research Triangle Foundation. .

Tourangeau, R., Rips, L. J., & Rasinski, K. (2000). The psychology of survey response. Cambridge, MA: Cambridge University Press Cambridge University Press (known colloquially as CUP) is a publisher given a Royal Charter by Henry VIII in 1534, and one of the two privileged presses (the other being Oxford University Press). .

Tourangeau, R., & Smith, T. W. (1996). Asking sensitive questions: The impact of data collection mode, question format, and question context. Public Opinion Quarterly, 60, 275-304.

Tourangeau, R., & Smith, T. W. (1998). Collecting sensitive information with different modes of data collection. In M. P. Cooper, R. P. Baker, J. Bethlehem, C. Z. F. Clark, J. Martin, W. L. Nicholls, & J. M. O'Reilly (Eds.), Computer assisted survey information collection (pp. 431-453). New York New York, state, United States
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
: John Wiley John Wiley may refer to:
  • John Wiley & Sons, publishing company
  • John C. Wiley, American ambassador
  • John D. Wiley, Chancellor of the University of Wisconsin-Madison
  • John M. Wiley (1846–1912), U.S.
 & Sons, Inc.

Turner, C. F., Forsyth, B. H., O'Reilly, J. M., Cooley, P. C., Smith, T. K., Rogers, S. M., et al. (1998). Automated au·to·mate  
v. au·to·mat·ed, au·to·mat·ing, au·to·mates

v.tr.
1. To convert to automatic operation: automate a factory.

2.
 self-interviewing and the survey measurement of sensitive behaviors. In M. P. Cooper, R. P. Baker, J. Bethlehem, C. Z. F. Clark, J. Martin, W. L. Nicholls, & J. M. O'Reilly (Eds.), Computer assisted survey information collection (pp. 455-473). New York: John Wiley & Sons, Inc.

Turner, C. F., Ku, L., Rogers, S. M., Lindberg, L. D., Pleck, J. H., & Sonenstein, F. L. (1998). Adolescent sexual behavior

Main articles: Human sexual behavior, Adolescence, and Adolescent sexuality
Adolescent sexual behavior refers to the sexual behavior of adolescents.
, drug use, and violence: Increased reporting with computer survey technology. Science, 280, 867-873.

Manuscript accepted August 14, 2002

The research reported here was conducted with the support of the National Center for Health Statistics Questionnaire Design Research Laboratory. We thank Karen Whitaker, Susan Schechter, and Alfredo Calvillo for their assistance. Our appreciation also goes to Ron Fichtner, Kees Rietmeijer, Amy Lansky, John Anderson John Anderson may be:

Science:
  • John H. D. Anderson (1726–1796), Scottish natural philosopher
  • John Anderson (zoologist) (1833–1900), Scottish zoologist
  • John August Anderson (1876–1959), American physicist and astronomer
, and Danni Lentine--all from CDC's National Center for HIV, STD, and TB Prevention--for their help with the development of the survey questionnaire and for their support of this project. Our gratitude is also extended to two anonymous reviewers for their comments. Portions of this research have previously been presented at the 2000 and 2001 annual conferences of the American Association for Public Opinion Research.

Address correspondence to Stephen J. Blumberg, Ph.D., Centers for Disease Control and Prevention, National Center for Health Statistics, 3311 Toledo Rd., Hyattsville, MD 20782; e-mail: sblumberg@cdc.gov.

Stephen J. Blumberg and Marcie L. Cynamon

Centers for Disease Control and Prevention, Maryland

Larry Osborn and Lorayn Olson

Abt Associates Inc., Illinois
COPYRIGHT 2003 Society for the Scientific Study of Sexuality, Inc.
No portion of this article can be reproduced without the express written permission from the copyright holder.
Copyright 2003, Gale Group. All rights reserved. Gale Group is a Thomson Corporation Company.

 Reader Opinion

Title:

Comment:



 

Article Details
Printer friendly Cite/link Email Feedback
Author:Olson, Lorayn
Publication:The Journal of Sex Research
Geographic Code:1USA
Date:May 1, 2003
Words:6932
Previous Article:Index Volume 39, 2002.
Next Article:Pluralistic ignorance and hooking up.
Topics:



Related Articles
Estimating sexual behavior parameters from routine sexual behavior data.
Individuals' Perceptions About Their Sex Partners' Risk Behavior.
Interview Mode and Measurement of Sexual Behaviors: Methodological Issues.
Daily Data Collection of Sexual and Other Health-related Behaviors.(Statistical Data Included)
The impact of schools and school programs upon adolescent sexual behavior.
Effective approaches to reducing adolescent unprotected sex, pregnancy, and childbearing.(Statistical Data Included)
Effective targeted and community HIV/STD prevention programs.(Statistical Data Included)
Whether Americans seek HIV testing is linked to race and perceived risk. (Digests).(Brief Article)
AIDS spread to millions worldwide signals urgent prevention needs. (From the Editor).
Risky Sexual Behavior in Low-Income African American Women in the U.S.: Impact of Sexual Health Variables.(Section III: HIV and STI Prevention and...

Terms of use | Copyright © 2009 Farlex, Inc. | Feedback | For webmasters | Submit articles