The number of GSN app users within a 1-mile radius of the data collection points ranged from 0 Ling 36 during weekday daytime Looking for sex partner Long Eaton and 0 to 39 during weekend nighttime hours. The median number of estimated GSN app users in each Census block group in Fayette County during weekday daytime and weekend nighttime varied by app Descriptive statistics of estimated average number of geosocial networking app users per Census block group.
From weekday daytime to weekend nighttime, the spatial distribution of app-using MSM varied for Looking for sex partner Long Eaton of the 3 apps. The use of app 1 was concentrated in downtown Lexington ie, the center of the county during weekday daytime and weekend nighttime; however, at weekend nighttime, a second area south of the city emerged as an area of high app usage.
For app 3, use was concentrated in the partnet area both during weekday daytime and weekend nighttime but use was more intensely concentrated in the downtown area at weekend nighttime. Fayette Lady seeking sex Brookside Village comprises Census block groups.
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Based on the dependent variable of estimated number of GSN app users in each Census block group, unadjusted negative binomial regression with each app stratified by time of collection was used to estimate crude risk ratios Table 2. For every persons per square mile increase in population density, the number of GSN app users sdx by 1.
For every year increase in median age, the number of GSN app users decreased by 1. Unadjusted analysis of the association between Census block level characteristics partenr number of geosocial networking app—using men who have sex with men.
The multivariable models are shown in Table 3. Percent white was negatively associated with the number of GSN app users for app 1 during the weekday daytime and app 2 during the weekend nighttime but not Eaon any other time or app.
In multivariable Lookinh with income, age, and population density log-transformed data not shown Looking for sex partner Long Eaton tablethe results were similar except that in both of the models for app 2 and app 3, median age became statistically significant and in app 1 day and app 2 night, percent white lost statistical significance.
Multivariable analysis of the association between Census block level characteristics and number of geosocial networking app—using Lnog who have sex with men.
This study sez Looking for sex partner Long Eaton the presence of business zoning and population density were positively associated with the number of GSN app-using MSM during both weekday daytime and weekend nighttime for all GSN apps.
We also found that median income and percent of the population who were Hispanic were negatively associated with the number of GSN app-using MSM during both weekday daytime and weekend nighttime for Mature women Mobile GSN apps, adjusting for other variables in the model.R U Real Then Send Married Pussy
Increased app use in areas with the presence of business zoning could imply that app users may be using these apps in areas of economic activity eg, bars, restaurants, stores including areas that cater to a predominantly gay clientele. This could highlight an important overlap between sx and in-person partner-seeking spaces.
By using Wilcoxon signed rank sum tests and comparing choropleth maps of the differences in the Lookinb density of GSN app-using MSM, we determined that the total number of users between weekday daytime and weekend nighttime was not significantly different but that specific areas within the county could be experiencing changes in the number of partner-seeking MSM between these 2 time Looking for sex partner Long Eaton.
This could imply either that the same users are migrating to different areas over time, different users at different locations are logging in at different times, or a combination of these.
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This information could be informative to local health departments because instead of using mobile HIV testing units only during weekend nighttime hours at nightlife venues, these units could also be used at specified hotspots during weekday daytime hours.
These data may also be Sweet woman seeking hot sex Colchester Vermont to inform more cost-efficient geotargeted and temporally targeted recruitment strategies for research. However, more research is needed to explore attitudes about the presence of HIV outreach activities such as mobile HIV testing units or research recruitment efforts near daytime hotspots such as neighborhoods and places of business.
The novel methods of data collection used in this study addressed some of the limitations of past GSN app research. For example, prior research using GSN apps for data collection largely relied on a single app [ 12Looking for sex partner Long Eaton2326414256 ]. Our study used 3 apps, and the variance in spatial distribution of use and number of users across apps highlights the importance of using multiple apps in future research.
Previous research has also aggregated geographic data across time points rather than examining daytime and nighttime use separately [ 23 ]. Our study, which Looking for sex partner Long Eaton weekday daytime and weekend nighttime use separately, revealed that spatial patterns of use may vary by time of day. Finally, data on the use of GSN apps is also novel in the context of midsize cities as most studies to date have focused solely on larger cities [ 1315 - 172022 - 2426 Free adult dating the cat. Collecting data on GSN apps for MSM in midsize cities could be of increased importance due to differences Looking for sex partner Long Eaton social context [ 29 - 333839 ] and the way in which users interact with the app in contrast with urban GSN app users [ 37 ].
This is especially important given the disparities in resources for sexual and gender minority people in rural areas compared to large urban centers.
Prior research has demonstrated the importance of technology Looking for sex partner Long Eaton the lives of rural sexual and gender minority people in combating social isolation and homophobia in public social spaces [ 37 - 41 ]. In general, more research on the role of technology in fostering resilience among MSM in rural areas is needed.
However, given the literature linking GSN app use and sexual risk behavior, a closer examination of how these dynamics play out in rural settings is crucial to developing targeted HIV prevention efforts for rural MSM. Although the maps demonstrated substantial differences in estimated GSN app usage throughout the study area, more data collection points could have improved the accuracy of the EBK estimation.
Also, our Sex dating in Hernando compared differences between weekday daytime and weekend nighttime but did not include weekday nighttime hours as a sampling window.
The sampling time window was large, more so for weekday daytime hours 6-hour window than weekend nighttime hours 4-hour window ; future studies may benefit from narrowing the time window of data collection; Looking for sex partner Long Eaton this may require data collection occurring over more calendar time depending on personnel.
Additionally, this study used a multiapp approach for data collection, but there were other GSN apps that were not used for this study. At the outset of the study, we contacted 6 app companies to notify them of our intent to do the study and dropped 3 apps due to the fact that it violated Women want casual sex Arch Cape user agreements.
This also prevented us from determining the extent to which GSN app-using MSM were using more than 1 app and whether the differences in spatial distribution were due to the temporal migration of the same users to different locations or if other Mexican milfs fresno users in different locations were logging on at different times.
Although the choice not to collect identifying data resulted in analytic limitations, we believe that this was an important tradeoff to make in Looking for sex partner Long Eaton of user privacy and app company policies. Ethical issues surrounding the collection and use of GSN profile data for research are complex, rapidly evolving, and warrant increased attention.
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In the interim, we believe it is important for researchers to communicate with GSN app companies and take steps to prevent violation of user privacy. The number of GSN app users within a 1-mile radius of the data collection points ranged from 0 to 36 during weekday daytime hours to 0 to 39 during weekend nighttime hours.
In the multivariate analysis, the number of Woman wants nsa Keyes Oklahoma app-using MSM was positively associated with business zoning and population density and negatively associated with median income and percent Hispanic residents.
Methodology using geospatial data and area demographic data can lead to insights for tailored and targeted interventions to support Looking for sex partner Long Eaton health outcomes in underserved populations. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health. We would like to thank Angela Dao who assisted in the data collection process.
Conflicts of Interest: None declared. National Center for Biotechnology InformationU. J Med Internet Res. Published online May Reviewed by Kevin Delaney, H.
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Author information Article notes Copyright and License information Disclaimer. Corresponding author. Corresponding Author: April M Young ude. Originally published in the Journal of Medical Internet Research http: This is an open-access article distributed under the terms of the Creative Commons Attribution License https: The complete bibliographic information, a link to the original publication on http: Abstract Background Geosocial Eqton apps have made sexual partner-seeking easier for men who have sex with men, raising both Looking for sex partner Long Eaton and opportunities for human immunodeficiency virus and sexually transmitted infection prevention and research.
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Objective The goal parttner our research was to examine the spatial distribution of geosocial networking app usage and characterize areas with increasing numbers of partner-seeking men who have sex with men in a midsize city in the South. Results The number of geosocial networking app users within a 1-mile radius of the data collection points ranged from Looking for sex partner Long Eaton to 36 during weekday daytime hours and 0 to 39 during weekend nighttime hours.
Conclusions In this midsize city, geosocial networking app usage was highest in areas that were more population-dense, were lower income, and had more businesses. Introduction HIV in the United States continues to disproportionately affect men who have sex with men MSM despite Adult seeking nsa ID Coeur d alene 83814 prevention measures taken by public health officials [ 1 ].
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