Desk dos has multivariate regression coefficient rates into the full shot, cisgender people, and cisgender women to possess no-excessive Poisson regression models, plus both logistic regression rates to possess an outcome of zero (first line) plus the Poisson regression rates into condom play with amount (second column). Confident (negative) coefficients into logit imply an element was of a high odds of revealing not using a great condom (having fun with a beneficial condom), whereas positive (negative) Poisson coefficients try on the large (lower) matters out of condom play with. On full try, the newest AIC = and BIC = . Diagnostic statistics (fitstat, A lot of time and you will Freese 2014) imply that the fresh no-expensive Poisson regression is much more appropriate than simply Poisson, negative binomial or no-excessive negative binomial for those data.
Demographics
In line with early in the day education, we discover you to several demographic situations determine patterns regarding condom have fun with. Due to the fact indicators away from societal place, demographic factors figure personal restrictions, cultural and you may subcultural group subscription, and you can societal standards inside Black dating apps intimate experiences. Full, all of our results mean that age, education, matchmaking updates, assumption of getting an STI next 6 months, entry to an alternate birth-control, spiritual association, and you can attending religious services are typical constantly (plus across the cisgender subsamples) and you can somewhat related to the possibility you to condoms was in fact never made use of during the last 10 experiences, if you are controlling with other factors. Meanwhile, home income, relationship condition, and you can gender and you can sexual positioning is notably and you will consistently of this how many moments condoms were utilized one particular who made use of condoms. outlying home. Otherwise, performance will vary by the decide to try otherwise subsample.
Using predict odds holding every details within their means, i take a look at condom explore of the intersecting intercourse and you can sexual term categories
Intercourse and you may intimate positioning determine activities from condom explore. All of our first seeking on the sex and intimate orientation is that gay, bisexual, otherwise pansexual cisgender guys fool around with condoms during the genital-genital gender a great deal more cisgender females and you will heterosexual cisgender boys do. As this shot is bound so you can participants‘ reports of one’s past ten genital-vaginal intimate experience, our results include numerous participants which have a good lesbian, homosexual, or bisexual name, who are revealing only on the past ten genital-genital enjoy exclusive of every exact same-sex intimate relations.
To have dichotomous and you may continuing signs, significance depends on t-assessment of regression coefficients. This really is denoted when you look at the Dining table 2 with *, **, otherwise ***. Getting sets of dummy symptoms having categorical details, relevance is dependant on a shared decide to try of your null hypothesis that every coefficients for each classification equivalent no. In Desk 2, in the event the likelihood your null theory for this mutual importance sample was less than 0.05, the group away from coefficients and you will important mistakes are challenging.
During the Figs six–9, the fresh new forecast probabilities are calculated according to the seen data using Stata 16’s margins order so you can guess forecast probabilities across the classes of interest. Regarding such kinds, gay/bisexual cisgender boys have the higher predicted count regarding condom explore within the penile-vaginal intercourse, and straight cisgender ladies have the low (Fig 6). While it is perhaps not compatible to help you generalize such results so you’re able to gay guys, lesbian ladies, otherwise bisexual people as a group, it is instructive observe you to definitely sexual title is an important predictor of condom fool around with for even genital-vaginal intercourse merely.
We find you to definitely age is actually negatively from the condom use. Younger cohorts regarding adults explore a great deal more condoms than simply old cohorts, although handling to other group features. Elderly a long time try increasingly probably statement never using condoms, according to younger communities. Forecast probabilities reveal that for every single ascending age bracket is more unlikely to use condoms (Fig eight). So it interested in keeps having cisgender guys and cisgender girls.