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sexual abuse of female military personnel is psychiatrically traumatic the odds of suffering from post traumatic stress disorder ptsd after deployment on operations increase by a factor of nine 100 in education edit main article sexual harassment in education on 16 april 2026 16 faculty of law students of the university of indonesia were suspended pending investigation after messages containing explicit remarks about female peers circulated online and prompted public criticism 125 measurement edit research design edit sampling techniques edit sampling techniques are important to all types of research sampling matters because it affects the generalizability of the results and how they can be used to better understand sexual harassment editorializing two sampling methods are probability sampling and non probability sampling each with distinct strengths and weaknesses for the study 126 probability sampling involves taking a sample from a subset of the population using random selection the random selection used in probability sampling is key to making the results generalizable to the population that is being studied which makes it more widely used than other nonrandom methods 126 although the use of probability sampling has its perks the data may not be representative or generalizable because the research is limited to certain contexts environments sampling only people in a particular environment makes the results applicable only to that environment for example the results from a study of sexual harassment done in an office space in china cannot apply to the occurrence of sexual harassment at an american university 126 similarly if the sample being used is too small it cannot be generalized to the larger population despite its potential for bias non probability sampling may be used when research lacks funding or the number of available participants is small 126 the selection of participants in non probability sampling is nonrandom and is often the most convenient many of the early studies of sexual harassment such as the survey by the working women s institute 1975 and the redbook survey have relied on convenience or non probability sampling 126 the sampling was often done at conventions meetings or sent out in letters or magazines citation needed importance of wording edit in every study measuring sexual harassment the wording of questions introductions definitions and other parts of the survey or interview can affect responses language can be used in many ways to get certain responses from the participants citation needed work done by psychologist mary koss describes a problem in wording used to ask participants about sexual violence and how this can impact the results and assumptions of prevalence 92 koss explained the problem with other estimation methods was that the prevalence of sexual violence was skewed because the beliefs of the people being asked were that nonconsensual heterosexual sex was normative 92 many sociologists believe that heterosexual relationships often involve nonconsensual sex that has been normalized because of the roles men and women fill in society men are dominant and aggressive and women submit to their advances this normality around nonconsensual heterosexual sex causes the spread of rape myths and the misrepresentation of rape prevalence in society 92 to combat this bias koss created a new instrument that used neutral wording in her questions to dig deeper into their experiences with nonconsensual sex 92 she focused on women college students and found the prevalence of rape was much higher than was being reported koss work highlighted the importance of wording in surveys and received considerable attention both positive and negative 92 history edit past measurement methods relied on simple checklists of what was considered sexual harassment but these lacked reliability and validity which made results invalid and non generalizable 31 these past methods left many unanswered questions on how to measure sexual harassment in the best way citation needed the first attempt at creating a way to classify and measure sexual harassment was made in 1980 before there was a legal framework to follow till 1980 created a system based on a sample of college women that classified different sexual harassment behaviors into five categories gender harassment seductive behavior sexual bribery sexual coercion sexual imposition or assault 31 later in 1992 gruber created another classification system that included 11 specific types of harassment organized into three categories in decreasing order of severity the three categories were verbal requests verbal remarks and nonverbal displays 31 early surveys edit these early surveys lacked scientific methods of sampling but they clearly demonstrated the prevalence of sexual harassment and were cited to prove the importance of sexual harassment as a social issue 127 working women s united wwu edit working women s united wwu created one of the first studies to measure sexual harassment the survey was given out during a speak out event designed to ask women about their experiences with sexual harassment 155 women responded to the survey and 7 out of 10 experienced sexual harassment the respondents occupations ranged from teacher to factory worker this helped them conclude that sexual harassment was happening in all workplaces although this survey was not scientific it was the first of its kind and inspired many other organizations and researchers to conduct their own studies 127 working office workers wow edit women office workers wow created a 1975 survey that asked 15 000 women about their experiences and feelings in the workplace including the prevalence of sexual harassment 1 3 of the respondents reported that they had experienced direct sexual harassment 127 redbook survey edit in 1975 the redbook survey was created and was used to survey women on a naval base on their experiences with sexual harassment a survey included in an issue of redbook magazine gathered data from 9 000 respondents 81 of respondents reported they had experienced sexual harassment this survey was then used again in other environments to test the prevalence of sexual harassment proving its high external validity 127 us merit system protection board usmspb edit from 1981 to 1987 the us merit system protection board usmspb developed another classification system and data collection method 31 the office of merit systems review and studies mspbs created this scientific survey to measure sexual harassment in the federal workplace in response to the many questions people were posing about workplace sexual harassment the survey was created after reviewing past research cases of sexual harassment and working with community members academic researchers and federal officials 128 after revisions and testing the final survey was created they tested the survey on a stratified random sample from employees in the executive branch from different sexes minorities salaries and organizations 128 the survey was conducted from may 1978 to may 1980 in this model seven harassing behaviors were classified into three levels of severity less severe moderately severe and most severe 31 examples of these levels were less severe unwelcome sexual remarks suggestive looks and gestures and deliberate touching moderately severe pressure for dates pressure for sexual favors and unwelcome letters and telephone calls and most severe actual or attempted rape or sexual assault 128 this data collection method requires participants to indicate if they have experienced the behavior described they found that 42 of women and 15 of men had experienced and reported sexual harassment in the workplace 128 they also received more detailed information on who was more likely to report experience sexual harassment and what types of harassment were taking place they also observed the consequences of harassment which were mostly reported as victims leaving their jobs overall concluded that harassment is widespread has negative consequences and impacts a variety of victims this method has been critiqued for ignoring the need for reliability and validity in its measures 128 uniform crime report ucr edit the uniform crime report ucr served as the basis for reaching statistics on the prevalence of rape against women in the 1980s 129 although this survey was useful it was often criticized for underestimating the true prevalence of rape critics argued that one of the main issues with the ucr was that it relied on reported crimes for its reports of prevalence but many rapes are not reported or are mishandled which skews the data 129 sexual experiences questionnaire seq edit developed by fitzgerald et al in 1988 the sexual experiences questionnaire seq was the first attempt to study the prevalence of sexual harassment in a scientific manner 31 the seq used self reporting and required participants to respond with the answer that they felt best described their experience they picked from three options on a scale measure never once and more than once 31 the scenarios were only listed in behavioral terms and they did not use the word sexual harassment until the end to avoid confounding variables of self labeling the survey yielded frequencies and percentages for use in statistical analyses the test was retested multiple times and produced reliable and valid results the seq is very widely used in a variety of environments and cultures the seq is often cited as the best measurement instrument available example questions included have you ever been in a situation where a supervisor or coworker habitually told suggestive stories or offensive jokes 31 despite the high praise for the seq there are also several critiques on its design for example the wording of the questions can skew responses and the scoring method can only produce frequency distributions 31 seq w 1995 edit fitzgerald et al 1995 created and tested the seq w an updated version of the seq that addressed critiques their framework consists of three dimensions sexual coercion unwanted sexual attention and gender harassment 31 they defined gender harassment as behaviors both verbal and nonverbal that project express violent and insulting feelings about women examples of this include gestures taunts hazing threats sexual slurs etc gender harassment is the most widespread form of harassment but it is typically ignored because it is not seen as a big issue like other forms of sexual harassment sexual coercion includes the exchange of sexual acts favors for job related benefits quid pro quo this model was tested on different samples of women from a variety of occupations education levels and cultures after testing the model was found to be structurally valid across different settings and cultures the model was reported as reliable efficient valid and practical 31 sexual experiences survey ses edit in an attempt to go beyond the past methods and create a more accurate representation of the occurrence of rape and other sexual victimizations koss and colleagues developed a new measurement tool called the sexual experiences survey ses 129 the ses included a legal definition of rape accounted for other experiences of sexual harassment assault and used graphic language and behaviorally specific questions to cue the victims recall 129 the ses and its first testing caused a large increase in the research done on rape despite its strengths the ses was critiqued for using broad and poorly phrased definitions and questions 129 they argued that the language used caused women to report that they had experienced a form of sexual harassment but not been raped these critics concluded that the ses overestimates rape 129 in 1992 the ses underwent a redesign and a name change the now called national crime victimization survey ncvs was built on critiques of the previous survey and developed a brand new methodological tool 129 nationwide crime victimization survey ncvs edit the nationwide crime victimization survey ncvs annually conducts research and reports information about different types of criminal victimization such as robbery theft household burglary and sexual victimization 130 the ncvs has been conducted since 1973 and uses the same methods as when it was created which makes it the only source to compare the prevalence of sexual harassment across time 130 to investigate this claim of underestimation of rape the national research council held a panel to review and identify the errors within the ncvs 130 the conclusion from this panel was that the ncvs had several methodological problems that caused this underestimation of rape and sexual assault 130 one of the main issues with ncvs was that it used language focused on crime and victimization which led respondents to answer differently whether respondents did not want to label their experiences as rape or if they feared that their perpetrator was going to be punished the use of language was leading to inaccurate results 130 additionally the ncvs fails to protect the privacy of its participants the interviewer has to ask one of the questions to everyone 12 and older in a certain house this causes everyone in that area to be aware of the others participation and what questions everyone is being asked 130 this risk of lack of privacy could lead respondents not to answer honestly or answer in a socially desirable way finally the ncvs has limited definitions of rape that lead to confusion and ambiguity 130 college sexual harassment surveys edit see also campus sexual assault national college women sexual victimization survey ncvs vs national violence against women survey nvaw edit two widely used surveys the ncvs and the nvaw can be compared to examine the strengths and weaknesses of each and how these impact their results the sample for the national college women sexual victimization survey comprised 233 higher education institutions 194 four year institutions and 39 two year institutions in the united states with 1 000 or more students 129 the sampling method used was a stratified sampling method to pick institutions and then a random sample was taken of students the sample size of students who took the survey was 4 446 the national violence against women survey used the same sampling method but had slightly different sample numbers the survey title and the survey description were different 129 the ncvs named their survey the extent and nature of sexual victimization of college women and the nvaw named it victimization among college women 129 the methods used were also similar including the use of professionally trained women interviewers to administer both surveys the interviews were conducted using a computer assisted telephone interviewing cati system 129 the average interview time was longer for the ncvs than the nvaw 25 9 minutes vs 12 7 minutes 129 they both had similar response rates but the nvaw had a higher response rate of 91 6 compared to the ncvs rate of ...
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