Analysis prepared by Wesley J.B. Vaught | data analysis of men in Wesley’s independent project.

1 Preparation

All participants in this sample were chosen from a larger self-report study on how gendered concepts impact mental health indicators and outcomes. This sample is all men with varying degrees of age, race, and sexualities.

1.1 Packages

library(dplyr) # for creating tibbles and matrices for correlation matrices
library(corrr) # for calculating Pearson/Spearman correlations
library(corrplot) # for visualizing correlational matrices
library(ggplot2) # for data visualization (e.g., scatterplots)
library(qqplotr) # for QQ plots
library(car) # for calculating VIF (variance inflation factor)
library(boot.pval) # for bootstrapping mulitple linear regressions and moderations
library(psych) # for descriptive statistics
library(gmodels) # for frequency statistics
library(stringr) # for replacing phrases/scoring measures

1.2 Setting working directory & reading in dataframes

setwd("~/00. Arkansas/Studies/genderProtectiveFactors/01. R for analysis")
df<-read.csv("df_genderProtectiveFactorsCondensedManOnly.csv",header=TRUE)

2 Descriptive statistics

2.1 Descriptive statistics for the Social Interaction Anxiety Scale - Short Form (SIAS-SF; Mattick & Clarke, 10.1016/S0005-7967(97)10031-6)

describeSIAS_SF<-describe(df$siassfTot)
describeSIAS_SF
   vars   n  mean    sd median trimmed   mad min max range skew kurtosis   se
X1    1 155 20.83 13.31     20   20.34 16.31   0  64    64 0.36     -0.4 1.07

2.2 Descriptive statistics for the Social Phobia Inventory (SPIN; Connor et al., 2000, 10.1192/bjp.176.4.379)

2.4 Descriptive statistics for Depression Subscale of the Depression, Anxiety, and Stress Scales - 21 (DASS-21; Lovibond & Lovibond, 1995)

2.4.1 Descriptive statistics for Anxiety Subscale of the Depression, Anxiety, and Stress Scales - 21 (DASS-21; Lovibond & Lovibond, 1995)

2.4.2 Descriptive statistics for Stress Subscale of the Depression, Anxiety, and Stress Scales - 21 (DASS-21; Lovibond & Lovibond, 1995)

2.4.3 Descriptive statistics for the Specific Loss of Interest and Pleasure Scale (SLIPS; Veilleux & Ginger, 2014, 10.1016/j.jad.2013.09.010)

Descriptive statistics for the Generalized Anxiety Disorder - 7 (GAD-7; Spitzer et al.,2006, 10.1001/archinte.166.10.1092)

Descriptive statistics for the Patient Health Questionnaire - 9 (PHQ-9; Kroenke et al., 2001, 10.1046/j.1525-1497.2001.016009606.x)

Descriptive statistics for Brooding Subscale of the Ruminative Response Questionnaire - 10 (RRS-10; Treynor et al., 2003, 10.1023/A:1023910315561 )

Descriptive statistics for Reflection Subscale of the Ruminative Response Questionnaire - 10 (RRS-10; Treynor et al., 2003, 10.1023/A:1023910315561 )

Descriptive statistics for total score of the Rumiantive Response Questionnaire - 10 (RRS-10; Treynor et al., 2003, 10.1023/A:1023910315561 )

Descriptive statistics for the Penn State Worry Questionnaire (PSWQ; Meyer et al., 1990, 10.1016/0005-7967(90)90135-6)

Descriptive statistics for Preparation Subscale of the Anticipatory Social Behaviors Questionnaire (ASBQ; Hinrichsen & Clark, 2003, 10.1016/S0005-7916(03)00050-8)

Descriptive statistics for Avoidance Subscale of the Anticipatory Social Behaviors Questionnaire (ASBQ; Hinrichsen & Clark, 2003, 10.1016/S0005-7916(03)00050-8)

Descriptive statistics for total score of the Anticipatory Social Behaviors Questionnaire (ASBQ; Hinrichsen & Clark, 2003, 10.1016/S0005-7916(03)00050-8)

Descriptive statistics for Restrictive Emotionality Subscale of the Male Role Norms Inventory - Short Form (MRNI-SF; Levant et al., 2013, 10.1037/a0031545)

Descriptive statistics for Self-Reliance through Mechanicla Skills Subscale of the Male Role Norms Inventory - Short Form (MRNI-SF; Levant et al., 2013, 10.1037/a0031545)

Descriptive statistics for Negativity toward Sexual Minorities Subscale of the Male Role Norms Inventory - Short Form (MRNI-SF; Levant et al., 2013, 10.1037/a0031545)

Descriptive statistics for Avoidance of Femininity Subscale of the Male Role Norms Inventory - Short Form (MRNI-SF; Levant et al., 2013, 10.1037/a0031545)

Descriptive statistics for Important of Sex Subscale of the Male Role Norms Inventory - Short Form (MRNI-SF; Levant et al., 2013, 10.1037/a0031545)

Descriptive statistics for Dominance Subscale of the Male Role Norms Inventory - Short Form (MRNI-SF; Levant et al., 2013, 10.1037/a0031545)

Descriptive statistics for Toughness Subscale of the Male Role Norms Inventory - Short Form (MRNI-SF; Levant et al., 2013, 10.1037/a0031545)

Descriptive statistics for total score of the Male Role Norms Inventory - Short Form (MRNI-SF; Levant et al., 2013, 10.1037/a0031545)

Descriptive statistics for Emotional Control Subscale of the Conformity to Masculine Norms Inventory (CMNI-46; Parent & Moradi, 2011, 10.1037/a0021904)

Descriptive statistics for Winning Subscale of the Conformity to Masculine Norms Inventory (CMNI-46; Parent & Moradi, 2011, 10.1037/a0021904)

Descriptive statistics for Playboy Subscale of the Conformity to Masculine Norms Inventory (CMNI-46; Parent & Moradi, 2011, 10.1037/a0021904)

Descriptive statistics for Violence Subscale of the Conformity to Masculine Norms Inventory (CMNI-46; Parent & Moradi, 2011, 10.1037/a0021904)

Descriptive statistics for Self-Reliance Subscale of the Conformity to Masculine Norms Inventory (CMNI-46; Parent & Moradi, 2011, 10.1037/a0021904)

Descriptive statistics for Risk-Taking Subscale of the Conformity to Masculine Norms Inventory (CMNI-46; Parent & Moradi, 2011, 10.1037/a0021904)

Descriptive statistics for Power Over Women Subscale of the Conformity to Masculine Norms Inventory (CMNI-46; Parent & Moradi, 2011, 10.1037/a0021904)

Descriptive statistics for Primacy of Work Subscale of the Conformity to Masculine Norms Inventory (CMNI-46; Parent & Moradi, 2011, 10.1037/a0021904)

Descriptive statistics for Heterosexual Self-Presentation Subscale of the Conformity to Masculine Norms Inventory (CMNI-46; Parent & Moradi, 2011, 10.1037/a0021904)

Descriptive statistics for total score of the Conformity to Masculine Norms Inventory (CMNI-46; Parent & Moradi, 2011, 10.1037/a0021904)