VIOLENCE AND POST TRAUMATIC STRESS DISORDER IN A SAMPLE OF INNER CITY STREET PROSTITUTES.Abstract: A sample of inner-city prostitutes was surveyed to examine reported levels of violence and assess this population for the existence of post traumatic stress disorder Post traumatic stress disorder (PTSD) A disorder that occurs among survivors of severe environmental stress such as a tornado, an airplane crash, or military combat. Symptoms include anxiety, insomnia, flashbacks, and nightmares. (PTSD PTSD posttraumatic stress disorder. PTSD abbr. posttraumatic stress disorder Post-traumatic stress disorder (PTSD) ). The sample comprised 100 individuals, representing three subgroups of prostitutes, female, male, and transgender transgender or transgendered adj. Transsexual. male. Over 60% of the participants had experienced violence during theft involvement with prostitution, 44% had been raped, and 42 % of the sample met established criteria for PTSD. The results indicate the need to acknowledge the presence and influence of PTSD when designing and implementing interventions for inner city prostitutes. The study of health-related issues concerning commercial sex workers has predominately focused on establishing and analyzing rates of sexually transmitted infections (STIs) and 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. ) in this population (Weiner, 1996; Alexander, 1987; Cohen cohen or kohen (Hebrew: “priest”) Jewish priest descended from Zadok (a descendant of Aaron), priest at the First Temple of Jerusalem. The biblical priesthood was hereditary and male. & Alexander 1995; Deisher, & Paperry 1983; Simon, Morse, Osofsky, Balson, 1994; Modan et al., 1992; Suleiman, Suleiman, & Ayroza, 1989). Although exposure to STIs is a constant danger for prostitutes, numerous other under-researched health risks also pose a threat. Prostitutes in general appear to be at great risk for additional serious health problems related to their profession, such as physical and sexual assault, robbery, murder, physical and mental health problems, and drug and alcohol addiction (Alexander, 1987; Silbert & Pines, 1983). Even though all prostitutes are potentially impacted by these events, some studies suggest that street prostitutes are at a greater risk than those who work in environments off the street, such as brothels BROTHELS, crim. law. Bawdy-houses, the common habitations of prostitutes; such places have always been deemed common nuisances in the United States, and the keepers of them may be fined and imprisoned. 2. (Deren et al., 1996). The occurrence of assault perpetrated against prostitutes may be the most serious risk to their health. In an exploratory study of San Francisco San Francisco (săn frănsĭs`kō), city (1990 pop. 723,959), coextensive with San Francisco co., W Calif., on the tip of a peninsula between the Pacific Ocean and San Francisco Bay, which are connected by the strait known as the Golden prostitutes, 82% reported being physically assaulted since entering prostitution, 55% reported being attacked by clients, and 30% reported being attacked by non-client males (Farley & Barkan, 1998). Similar results were obtained in an earlier study of 200 juvenile and adult females who were either former or current prostitutes in the San Francisco Bay area “Bay Area” redirects here. For other uses, see Bay Area (disambiguation). The San Francisco Bay Area, colloquially known as the Bay Area or The Bay (Silbert & Pines, 1983). Sixty-five percent of the sample reported being physically assaulted by their customers, 66% of the subjects reported being assaulted by a pimp, and 36% reported being beaten on a regular basis (Silbert & Pines, 1983). Sexual assault, like physical assault, is a frequent event experienced by street prostitutes. The Council for Prostitution has estimated that female prostitutes are raped approximately once a week (Hunter, 1994). Farley and Barkan (1998) reported that 68% of their sample (female, male, and transgender males) had been raped by their customers, and that female and transgender males were more likely to be raped than their male counterparts. Similarly, Silbert and Pines (1983) identified 73% of their female subjects as having been raped. In a related study looking solely at males, adolescent male prostitutes were identified as being vulnerable to rape, torture, slave pornography, and/or dangerous sexual practices (Pierce, 1984). Individuals who are exposed to violent acts such as rape or physical abuse, even once in their lives, are potentially at risk for experiencing various types of psychological distress psychological distress The end result of factors–eg, psychogenic pain, internal conflicts, and external stress that prevent a person from self-actualization and connecting with 'significant others'. See Humanistic psychology. . However, street prostitutes who are exposed to violent acts almost every day are at an even greater risk than the general public for psychological distress (El-Basel et al., 1997). One specific psychological outcome related to an individual being exposed to violent acts is Post-Traumatic Stress Disorder post-traumatic stress disorder (PTSD), mental disorder that follows an occurrence of extreme psychological stress, such as that encountered in war or resulting from violence, childhood abuse, sexual abuse, or serious accident. (PTSD). Because street prostitutes are clearly at risk for suffering a disproportionate level of violence such as rape, and physical assault (Silbert & Pines, 1983; Hunter, 1994; Farley & Barkan, 1998), they are in turn also at risk for PTSD. This type of stress disorder is typically assessed following a specific traumatic event A traumatic event is an event that is or may be a cause of trauma. The term may refer to one of the followiong:
The purpose of this study was to survey street prostitutes in Washington D.C. to examine existing levels of violence and to assess the population for the existence of PTSD. It was hoped that the findings of this study might add to an extremely limited pool of information about this population and increase the level of understanding of the presence and influence of PTSD in inner-city prostitutes. The findings of this study could assist relevant local agencies in planning and developing effective interventions with these populations. METHODOLOGY The challenge in studying street prostitutes is establishing a trusting relationship with them that would permit collection of valid information (Sullivan 1996). To optimize levels of cooperation, the first author and volunteer surveyors had established a prior relationship with this community in Washington D.C. through their respective experiences working with the Helping Individual Prostitutes Survive (HIPS), a volunteer service organization. The first author and trained volunteers collected data during the evening and early morning in three locations of Washington D.C. known by HIPS as areas where prostitutes meet their clients for the exchange of sex for money. Individuals approached to participate in this survey were either known prostitutes from previous work through the HIPS program, or were individuals who through their style of dress, location in an area of established prostitution, and obvious solicitation solicitation In criminal law, the act of asking, inducing, or directing someone to commit a crime. The person soliciting another becomes an accomplice to the crime. The term also refers to the act of obtaining bribes, as well as to the crime of a prostitute who offers sexual of customers, were identified as being prostitutes. To confirm their status and eligibility to be included in this study, potential respondents were approached and confirmed as prostitutes by being asked directly if they exchanged sex for money or material compensation. Individuals were then asked to participate in this study and were advised by interviewers that any involvement was entirely voluntary and all information would be anonymous. In order to minimize duplication of surveys, a unique eight-digit code was assigned to each participant, and because of a concern about literacy levels, all surveys were answered in an interview format. Following the completion of the questionnaire, participants were given five dollars in cash, and thanked for their time. The surveyor also offered a referral card to all participants for mental health counseling with a mental health professional. INSTRUMENT To assess levels of PTSD authors used the PTSD checklist (PCL (Printer Command Language) The page description language for HP LaserJet printers. It has become a de facto standard used in many printers and typesetters. PCL Level 5, introduced with the LaserJet III in 1990, also supports Compugraphic's Intellifont scalable fonts. ) (Weathers, Litz, Herman, Huska & Keane, 1993) which is comprised of 17 items. The PCL consists of three sub-scales related to the 3 symptom clusters of the Diagnostic and Statistical Manual of Mental Disorders Diagnostic and Statistical Manual of Mental Disorders /Di·ag·nos·tic and Sta·tis·ti·cal Man·u·al of Men·tal Dis·or·ders/ (DSM) a categorical system of classification of mental disorders, published by the American Psychiatric Association, that delineates objective 4th edition (DSM 1. DSM - Data Structure Manager. An object-oriented language by J.E. Rumbaugh and M.E. Loomis of GE, similar to C++. It is used in implementation of CAD/CAE software. DSM is written in DSM and C and produces C as output. IV): sub-scale B (re-experiencing symptoms), sub-scale C (avoidance and psychotic psychotic /psy·chot·ic/ (si-kot´ik) 1. pertaining to, characterized by, or caused by psychosis. 2. a person exhibiting psychosis. psy·chot·ic adj. numbing numb adj. numb·er, numb·est 1. Deprived of the power to feel or move normally; benumbed: toes numb with cold; too numb with fear to cry out. 2. symptoms), and sub-scale D (hyperarousal symptoms) (American Psychiatric Association The American Psychiatric Association (APA) is the main professional organization of psychiatrists and trainee psychiatrists in the United States, and the most influential world-wide. Its some 148,000 members are mainly American but some are international. , 1994). The PCL can be scored in two ways: (1) as a continuous measure of PTSD symptom severity, the scores of each item are summed across the total 17 items, and/or (2) in diagnosing PTSD a score of 3 (moderately) or greater on any item is treated as a symptom. Then, following the DSM-IV DSM-IV Diagnostic and Statistical Manual of Mental Disorders, Fourth Edition (DSM-IV). This reference book, published by the American Psychiatric Association, is the diagnostic standard for most mental health professionals in the United States. diagnostic rule, at least one B symptom B symptom Oncology Any manifestation of systemic disease associated with leukemia and lymphoma, including significant fever–in Hodgkin's disease, the classic, but uncommon Pel-Ebstein fever, night sweats and unintentional weight loss of > 10%; 'A' , three C symptoms, and two D symptoms must be present to make a diagnosis. The psychometric psy·cho·met·rics n. (used with a sing. verb) The branch of psychology that deals with the design, administration, and interpretation of quantitative tests for the measurement of psychological variables such as intelligence, aptitude, and properties of this instrument have proven to be strong in various samples (Weathers et al. 1993, Blanchard, Jones-Alexander, Buckley, & Forneris 1996). In one sample of 123 combat veterans test-retest measured .96, internal consistency In statistics and research, internal consistency is a measure based on the correlations between different items on the same test (or the same subscale on a larger test). It measures whether several items that propose to measure the same general construct produce similar scores. in subscale B measured an alpha coefficient of.93, in sub-scale C .92, and in sub-scale D .92 with a total alpha coefficient of .97 for all sub-scales combined (Weathers et al. 1993). In a separate study of 40 adults either involved in severe automobile accidents Ask a Lawyer Question Country: United States of America State: Utah Say you're at a red light in a left hand turning lane and the light turns green so you let up slightly on the break antedating moving forward and the vehicle or victims of sexual assault, the internal consistency coefficient (Cronbach's alpha Cronbach's (alpha) has an important use as a measure of the reliability of a psychometric instrument. It was first named as alpha by Cronbach (1951), as he had intended to continue with further instruments. ) for the total scale was
.93.To assess levels of violence and other related issues such as childhood sexual experience, age of entry into prostitution, desire to leave prostitution, gender, ethnicity, sexual orientation sexual orientation n. The direction of one's sexual interest toward members of the same, opposite, or both sexes, especially a direction seen to be dictated by physiologic rather than sociologic forces. , and current age, a series of discrete items was adapted from an existing instrument (Farley & Barkan, 1998). This project received Human Subjects approval from the university's Human Subjects Review Committee. LIMITATIONS A limitation of this study is that the sample of female, male, and transgender participants may not be representative of the population of street prostitutes in Washington D.C. since random sampling was not used. Also, the possibility exists that the 40 individuals who refused involvement in this study were in some way different from the subjects who participated. RESULTS One hundred and forty individuals working as street prostitutes were approached during the course of this study. Of those individuals approached, 40 decided not to participate in this study, resulting in a response rate of 71.4%. The 40 individuals who decided not to participate were all female. None of the subjects refusing participation responded negatively to the question establishing their status as prostitutes, anti in fact, the following most common reasons for not participating would seem to reinforce their involvement in commercial sex: lack of time, needing to make more money before they could talk, needing to meet a date (person to have sex with for money), and that their pimp was nearby watching. The total sample size obtained was 100 participants. Of the 100 participants 42% were female, 32% were male, and 26% were male transgender. Individuals in the male transgender category were biologically male, but dressed as females and represented varying stages of gender transition. With regard to ethnicity, 74% of the sample was African American African American Multiculture A person having origins in any of the black racial groups of Africa. See Race. , 12% White, 3% Hispanic and 11 of respondents described themselves as "other." The age of participants ranged from 18 to 52 years, with a mean age of 30.61 years (SD=8.5) with 3% of the participants withholding their age. Caution should be observed in drawing inferences from this age range, because some of the participants who were under the age of 18 may have feared admitting their correct age. Reported age of entry into prostitution ranged from 7 to 35 years with a mean of 18.8 years (SD=4.9). A high proportion of prostitutes described working in the business for many years, with half the sample reporting having worked from 11 to more than 20 years. (See Table 1) When asked if they would like to leave prostitution, high proportions of each subgroup sub·group n. 1. A distinct group within a group; a subdivision of a group. 2. A subordinate group. 3. Mathematics A group that is a subset of a group. tr.v. responded in the affirmative (females 67%, males 91%, transgender males 73%). CHILDHOOD VIOLENCE Forty-four percent of the population sampled reported experiencing unwanted sexual touching or sexual contact between themselves and a grown-up grown-up adj. 1. Of, characteristic of, or intended for adults: grown-up movies; a grown-up discussion. 2. as children before entering prostitution, and 1% were unsure. Filly-three percent of respondents reported that their first sexual experience was with someone their own age, 24% with someone at least five years older, 16% with a family relative, and 7% with an adult family friend. Thirty-nine percent of the population sampled reported that as children they were hit or beaten by a parent or caregiver until they had bruises Bruises Definition Bruises, or ecchymoses, are a discoloration and tenderness of the skin or mucous membranes due to the leakage of blood from an injured blood vessel into the tissues. Pupura refers to bruising as the result of a disease condition. or were injured in·jure tr.v. in·jured, in·jur·ing, in·jures 1. To cause physical harm to; hurt. 2. To cause damage to; impair. 3. in some other way. HOMELESSNES Sixty-six percent of all respondents interviewed reported current or past homelessness (66.7% of female respondents, 78.1% of male respondents, and 50% of transgender male respondents). VIOLENCE Sixty-one percent of respondents reported being physically assaulted since they had entered prostitution, with the majority of assaults being perpetrated by customers (75%). Additionally, nearly 80% of respondents reported being threatened by someone with a weapon. Fifty percent of the respondents reported a history of rape The concept of rape, both as an abduction and in the sexual sense (not always distinguishable), makes its first historical appearance in early religious texts. , and 44% reported being raped since entering prostitution. Female participants accounted for a majority of these rapes (74 %) with half of this subgroup reporting being raped from 2 to 5 times. Similar to physical assault, the majority of rapes (60%) were perpetrated by customers. (See Table 1). [TABULAR DATA 1 NOT REPRODUCIBLE IN ASCII ASCII or American Standard Code for Information Interchange, a set of codes used to represent letters, numbers, a few symbols, and control characters. Originally designed for teletype operations, it has found wide application in computers. ] POST-TRAUMATIC STRESS DISORDER Scores on the PTSD scale ranged from 17 to 83, with an overall mean score of 41.6 (SD=15.92) and median of 41.5. Seventy percent of respondents reported one or more Intrusive Re-experiencing symptoms (B symptoms B symptoms refer to systemic symptoms of fever, night sweats, and weight loss which can be associated with both Hodgkin's lymphoma and non-Hodgkin's lymphoma. The presence or absence of B symptoms has prognostic significance and is reflected in the staging of these lymphomas. ), 52% reported three or more Avoidance and Psychotic Numbing symptoms (C symptoms), and 61% reported two or more Hyperarousal symptoms (D symptoms). Overall, 42% of respondents met the DSM-IV criteria for diagnosis of PTSD. (See Table 2) Table 2. Post-Traumatic Stress Disorder
Item Female Male Trans. Sample
n=42 n=32 n=26 n=100
PTSD Severity Score (Means) 40.2% 47.9% 36.0% 41.6%
Percentage meeting DSM-IV 40.5% 59.4% 23.1% 42%
diagnosis
Percentage meeting B 76.2% 78.1% 50% 70%
symptom criteria
(Re-Experiencing)
Percentage meeting C 52.4% 65.6% 34.6% 52%
symptom criteria
(Avoidance)
Percentage meeting D 59.5% 68.7% 53.8% 61%
symptom criteria
(Hyperarousal)
To examine the different levels of PTSD between groups (female, male, and transgender) a oneway ANOVA anova see analysis of variance. ANOVA Analysis of variance, see there was performed. The male group reported levels of PTSD that were statistically significantly higher than the PTSD levels reported by the transgender group (F=4.59; df=2,97; p=.01). There were no additional statistically significant differences between groups. To determine whether or not specific situational factors were predictive of PTSD, the following variables were included in a multiple regression Multiple regression The estimated relationship between a dependent variable and more than one explanatory variable. , with PTSD as the dependent variable: homeless status, unwanted sexual contact as a child (before prostitution), physical abuse as a child, number of sexual encounters with adults before the age of 18, and experiencing the threat of physical violence. Results suggested that two specific areas of abuse experienced by this sample were at least moderate predictors of PTSD, with both areas being related to childhood experiences: "As a child before getting involved in prostitution, did you experience any unwanted sexual touching or any sexual contact between you and a grown up?" (significant T = .0000, adjusted R square = .28623) and "When you were a child, were you ever hit or beaten by a parent or a caregiver until you had bruises on your body or were injured in some other way by them?" (significant T = .0043, adjusted R square = .15969). The total R square for both items achieved was .39742. DISCUSSION As expected, street prostitutes in Washington D.C. appear to be frequently exposed to violence. All four areas of violence investigated (physical assault, threats, rape, and being hurt with words) were reported by individuals participating in this study, with women reporting the highest frequency of physical assault and rape. When asked who had physically assaulted them, the most frequent response among all three gender groups was "customers." This speaks to the inherent danger of being a prostitute prostitute n. a person who receives payment for sexual intercourse or other sexual acts, generally as a regular occupation. Although usually a prostitute refers to a woman offering sexual favors to men, male prostitutes may perform homosexual acts for money or , with the most violent aspect of the job being the job itself, interacting with the customer. Rates of physical attack (61%) and being threatened with a weapon (80%) in. this population were exponentially higher than similar rates of attack (9%) and threats with a weapon (19% men, 7% women) reported in the general population as described in the National Comorbidity Survey (NCS (Network Call Signaling) CableLabs version of MGCP. See MGCP/MEGACO. NCS - Network Computing System: Apollo's RPC system used by DEC and Hewlett-Packard.The protocol has been adopted by OSF. ) (Kessler, Sonnega, Bromet, Hughes, Nelson, 1995). Similarly, approximately half the prostitutes surveyed in this study reported having been raped, compared to a lifetime prevalence of rape in the general population of .7% in males and 9.2% in females (Kessler at al., 1995). Clearly, both the threat and reality of violence are common and consistent features of the street prostitute's existence, far outstripping the level of threat experienced by the general population. In relation to rape, females and transgender males responded similarly by reporting that they were more likely to be raped by customers than by anyone else. Males, however reported that they were never raped by customers. One possible explanation could be customers equating feminine attributes with weakness, potentially leading a male customer to decide at some point in the interaction to have sex without paying, or for him to deliberately seek out women or transgender males exclusively with the pre-conceived notion of raping them. Alternately, the higher levels of PTSD among males could suggest that this group's ability to correctly identify existing threats may have been compromised. Previous research has noted that individuals experiencing PTSD may have difficulties in recognizing or responding to external threats or dangers (Van der Kolk & McFarlane, 1996). The violence experienced by prostitutes was not exclusive to their work with customers. Many of the participants reported experiencing inappropriate sexual contact as children between themselves and an adult prior to entering prostitution. These data are consistent with other studies suggesting that a high proportion of prostitutes come from homes where abuse and alcoholism are commonplace (Flannery, 1992). Similarly, many prostitutes reported being beaten or hit by caregivers while they were children. An interesting feature of these frequencies is that male prostitutes experienced inappropriate touching by adults, and beatings by caregivers more often as children than either of the other two groups. It is also interesting to note that males showed statistically significantly higher PTSD levels than the transgender group, and that males suffered much higher frequencies of childhood abuses than transgender males. These results are consistent with the NCS study, which also found unwanted sexual contact and physical abuse to be strong predictors of PTSD. In the NCS study, for both sexes, rape was the traumatic event considered most upsetting. For men, rape was the event most likely to be associated with PTSD, while for women it was physical abuse, followed by rape (Kessler, et al., 1995) A large proportion (42%) of study participants met the DSM-IV criteria for PTSD. This percentage is similar to studies of battered women and crime victims reporting PTSD rates ranging from 28% to 45% (Houskamp & Foy 1991, Kilpatric, Saunders, Vernon, Best & Von 1987), and much higher than the reported prevalence (7.8%) in the general population (Kessler et al., 1995). Such substantial rates of PTSD have major implications for programs designed to assist street prostitutes out of the profession. Practitioners in the field must acknowledge the extent and significance of PTSD and the accompanying complications that will impede successful interventions. For example, one of the three general symptoms of PTSD is avoidance. This symptom can lead to an avoidance of emotional ties with other people close to those suffering from the disorder or those trying to get close to them, such as social workers and other practitioners trying to assist street prostitutes. Avoidance can also lead to an existence that makes it difficult to complete activities outside the routine mechanical events of their daily lives, in effect, making it difficult for the street prostitute to change or think of ways of changing his or her present situation. Depression and alcohol/substance abuse share substantial comorbidity with PTSD. Researchers have suggested that these conditions, more often than not, are secondary to PTSD (Kessler et al., 1995), and may in turn interfere with a willingness to cooperate with treatments that can be painful or require effort (Stone, Cohen, & Adler 1979). Thus, it becomes clear that an understanding and awareness of street prostitutes' psychological health may have a direct bearing on intervention strategies and accompanying efforts at treatment. Two violent experiences were identified as significantly predicting PTSD within this population: childhood physical abuse and childhood sexual abuse. As mentioned earlier, both factors have also been found to be predictors of PTSD in the general population (Kessler et al., 1995). The fact that these two childhood experiences were more predictive of PTSD than the threat of violence is intriguing and speaks to the need for additional research to examine issues related to childhood experiences that might play some role in subsequent entry into prostitution, in addition to the specific effects of threatened violence on levels of PTSD. Age of onset The age of onset is a medical term referring to the age at which an individual acquires, develops, or first experiences a condition or symptoms of a disease or disorder. Diseases are often categorized by their ages of onset as congenital, infantile, juvenile, or adult. into prostitution reported in this research was similar to that reported in other studies (Silbert & Pines 1981, Farley & Barkan 1998, Mackenzie 1994). However, given that 46% of respondents in this study reported being under 18 when first entering prostitution, it seems likely that at least some portion of survey respondents would have been under the age of 18 at the time of reporting. The likelihood that "underage" prostitutes would lie about their real age to avoid any potential problems with various authorities would seem fairly high. All three groups of prostitutes evidenced a desire to leave prostitution, with particularly high percentages of males wanting to leave the streets. Although the desire to leave prostitution was common to all groups, intervention efforts that might facilitate this objective should acknowledge that subgroups with different needs and motivations do exist, and more tailored interventions may be necessary to achieve success. In conclusion, this study confirms the existence of disproportionately high levels of PTSD in a population of inner city prostitutes. Organizations responsible for facilitating programming and assistance that have traditionally focused on the seemingly more obvious problems of substance addiction, HIV infection, and homelessness, clearly need to acknowledge the prevalence of PTSD and its accompanying deleterious deleterious adj. harmful. effects, that may ultimately compromise the likelihood of successful interventions. REFERENCES Alexander, P. (1987). Prostitution: A difficult issue for feminists. In F. Delacoste & P. Alexander (Eds.), Sex work: Writings by woman in the sex industry. (pp. 184 - 214). 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Seroprevalance of HIV among transvestites in the City of Sao Paulo. Paper presented at the Fifth International Conference on AIDS, Montreal. Van der Kolk, B.A. & McFarlane, A.C. (1996) The black hole of trauma. In B.A. Van Der Kolk & A. C. McFarlane (Eds.), Traumatic stress Traumatic stress is recognized by the Diagnostic and Statistical Manual of Mental Disorders [1] as an acute emotional condition associated with reactive anxiety. : The effects of overwhelming experience on mind, body, and society (pp. 3-23). New York: The Guilford Press. Weiner, A. (1996). Understanding the social needs of streetwalking prostitutes. Social Work, 41, 97-105. Weathers, F.W., Litz, B.T., Herman, D.S D.S Drainage Structure (flood protection) ., Huska, J. A., & Keane, T.M. (1993, October 24-27). The PTSD checklist (PCL): reliability, validity, and diagnostic utility. Presented at the 9th Annual Meeting of the International Society for Traumatic Stress Studies, San Antonio, Texas “San Antonio” redirects here. For other uses, see San Antonio (disambiguation). San Antonio is the second most populous city in Texas, the third most populous metropolitan area in Texas, and is the seventh most populous city in the United States. As of the 2006 U.S. . Roberto J. Valera, MA, Graduate student, Department of Health Education, University of Maryland, College Park The University of Maryland, College Park (also known as UM, UMD, or UMCP) is a public university located in the city of College Park, in Prince George's County, Maryland, just outside Washington, D.C., in the United States. , MD 20742, (PH) 301-405-2567, (FAX) 301-314-9167. Corresponding a u th or: Robin G. Sawyer, PhD, Associate Professor, Department of Health Education, University of Maryland, College Park, MD 20742, (PH) 301-405-2517, (FAX) 301- 314-9167, e-mail: rs12@umail.umd.edu. Glenn R. Schiraldi. PhD, Instructor, Department of Health Education, University of Maryland, College Park, MD 20742, (PH) 301-405-2518, (FAX) 301- 314-9167, e-mail: gs6@umail.umd.edu. |
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(alpha) has an important use as a measure of the reliability of a psychometric instrument. It was first named as alpha by Cronbach (1951), as he had intended to continue with further instruments.
tim·ol
o·gist n.
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