Reporting and Help-Seeking among Sexual Minority and Heterosexual Victims of Stalking
Abstract
:1. Introduction
2. Review of Literature
2.1. Stalking Victimization among Sexual Minority and Heterosexual Individuals
2.2. Reporting and Help-Seeking Behaviors
2.3. Sexual Minority Help-Seeking
2.4. The Current Study
3. Data and Methods
3.1. Dependent Variable
3.2. Independent Variables
3.3. Analytic Strategy
4. Results
Logistic Regression Models
5. Discussion
5.1. Limitations and Future Research
5.2. Policy Recommendations
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
1 | Approximately 15,000 respondents did not answer the question about sexual orientation. The remaining loss concerns the help-seeking questions, which were missing from approximately 76,000 cases. |
2 | Our selection of independent variables adhered to the ‘Events per Variable’ (EPV) principle, a respected standard in statistical analysis that recommends having at least 10 instances of the least common outcome for each independent variable (Peduzzi et al. 1996). In our model, the least occurring outcome was sexual minority stalking victims seeking help, with a count of 60 out of 139 observations (0.43 probability). For instance, our model has 5 independent variables, and the estimated probability of the least frequent outcome is 0.43; the minimum required sample size is approximately 116 (obtained by multiplying 10 by 5 and dividing by 0.43, rounding up to the nearest whole number). Indicating that our sample size exceeds the minimum requirement, ensuring a robust foundation for estimating the logistic regression coefficients and obtaining statistically significant results. |
3 | In this sample, 12 heterosexual individuals’ ages were top coded to 90 per the Bureau of Justice Statistics (BJS) confidentiality procedures. Analyses run, with and without these participants, showed no significant statistical difference; therefore, they were retained in the sample. |
4 | A newer round of of NSIVS data collection captured sexual orientation, but the report was not available for comparison as of this writing. |
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Full Sample (N = 1906) | Heterosexual Sample (N = 1767) | Sexual Minority Sample (N = 139) | ||||
---|---|---|---|---|---|---|
N | % | N | % | N | % | |
Sought help | ||||||
Yes | 624 | 32.74 | 564 | 31.92 | 60 | 43.17 |
No | 1282 | 67.26 | 1203 | 68.08 | 79 | 56.83 |
Sex | ||||||
Female | 1177 | 61.75 | 1092 | 61.80 | 85 | 61.15 |
Male | 729 | 38.25 | 675 | 38.20 | 54 | 38.85 |
Race | ||||||
White | 1611 | 84.52 | 1496 | 84.67 | 115 | 82.73 |
Non-white | 295 | 15.48 | 271 | 15.34 | 24 | 17.27 |
Emotional impact | ||||||
Yes | 551 | 28.91 | 495 | 28.01 | 56 | 40.29 |
No | 1355 | 71.09 | 1272 | 71.99 | 83 | 59.71 |
M | SD | M | SD | M | SD | |
Age | 49.86 | 17.29 | 50.38 | 17.21 | 43.24 | 17.06 |
(18–90) | (18–90) | (18–88) |
Sexual Minority Help-Seekers (N = 60) | Heterosexual Help-Seekers (N = 564) | ||||
---|---|---|---|---|---|
N | % | N | % | χ2 | |
Sex | 0.09 | ||||
Male | 14 | 23.33 | 122 | 21.63 | |
Female | 46 | 76.67 | 442 | 78.37 | |
Race | 0.04 | ||||
White | 50 | 83.33 | 464 | 82.27 | |
Non-white | 10 | 16.67 | 100 | 17.73 | |
Emotional Impact | 3.14 + | ||||
Yes | 44 | 73.33 | 348 | 61.70 | |
No | 16 | 26.67 | 216 | 38.30 | |
M | SD | M | SD | t | |
Age | 36.42 | 14.51 | 45.88 | 16.44 | 4.74 *** |
Sexual Minority Respondents (N = 139) | Heterosexual Respondents (N = 1767) | |||||||
---|---|---|---|---|---|---|---|---|
b | SE | P > z | OR | b | SE | P > z | OR | |
Age | −0.058 | 0.016 | <0.001 | 0.942 | −0.014 | 0.004 | <0.001 | 0.986 |
Sex (0 = Male) | 1.056 | 0.503 | 0.036 | 2.876 | 0.941 | 0.133 | <0.001 | 2.563 |
Race (0 = White) | −0.485 | 0.620 | 0.434 | 0.616 | 0.069 | 0.167 | 0.677 | 1.072 |
Emotional impact | 3.074 | 0.524 | <0.000 | 21.631 | 2.310 | 0.127 | <0.001 | 10.076 |
Constant | 0.281 | 0.749 | 0.705 | 1.32 | −1.473 | 0.226 | <0.001 | 0.229 |
Pseudo R2 | 0.3902 | 0.2366 | ||||||
Model χ2 (4) | 74.02 p < 0.001 | 523.60 p < 0.001 |
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Fleming, J.C.; Fansher, A.K.; Randa, R.; Reyns, B.W. Reporting and Help-Seeking among Sexual Minority and Heterosexual Victims of Stalking. Soc. Sci. 2023, 12, 424. https://doi.org/10.3390/socsci12080424
Fleming JC, Fansher AK, Randa R, Reyns BW. Reporting and Help-Seeking among Sexual Minority and Heterosexual Victims of Stalking. Social Sciences. 2023; 12(8):424. https://doi.org/10.3390/socsci12080424
Chicago/Turabian StyleFleming, Jessica C., Ashley K. Fansher, Ryan Randa, and Bradford W. Reyns. 2023. "Reporting and Help-Seeking among Sexual Minority and Heterosexual Victims of Stalking" Social Sciences 12, no. 8: 424. https://doi.org/10.3390/socsci12080424