social_psy_data: Social Psychological (Simulated) Data

In summarytabl: Generate Summary Tables for Categorical, Ordinal, and Continuous Data

Social Psychological (Simulated) Data

Description

Simulated data capturing social psychological responses in a real-world college setting. This dataset represents college students' feelings, attitudes, and perceptions related to their experiences in STEM degree programs. It was designed to reflect key psychological factors that influence student engagement, motivation, and persistence in STEM fields.

Usage

social_psy_data

Format

A data.frame with 10,200 rows and 17 columns:

id

participant id number)

belong_1

I feel like I belong at this institution (1=Strongly Disagree, 2=Disagree,3=Neither agree nor disagree,4=Agree,5=Strongly Agree)

belong_2

I feel like part of the community (1=Strongly Disagree, 2=Disagree,3=Neither agree nor disagree,4=Agree,5=Strongly Agree)

belong_3

I feel valued by this institution (1=Strongly Disagree, 2=Disagree,3=Neither agree nor disagree,4=Agree,5=Strongly Agree)

identity_1

This institution is a big part of who I am (1=Strongly Disagree,2=Disagree,3=Neither agree nor disagree,4=Agree,5=Strongly Agree)

identity_2

I feel comfortable being myself in this setting (1=Strongly Disagree,2=Disagree,3=Neither agree nor disagree,4=Agree, 5=Strongly Agree)

identity_3

This institution is a big part of who I am (1=Strongly Disagree, 2=Disagree,3=Neither agree nor disagree,4=Agree,5=Strongly Agree)

identity_4

I care about doing well at this institution (1=Strongly Disagree, 2=Disagree,3=Neither agree nor disagree,4=Agree,5=Strongly Agree)

selfEfficacy_1

I am confident about A (1=Strongly Disagree,2=Disagree, 3=Neither agree nor disagree,4=Agree,5=Strongly Agree)

selfEfficacy_2

I am confident about B (1=Strongly Disagree,2=Disagree, 3=Neither agree nor disagree,4=Agree,5=Strongly Agree)

selfEfficacy_3

I am confident about C (1=Strongly Disagree,2=Disagree, 3=Neither agree nor disagree,4=Agree,5=Strongly Agree)

selfEfficacy_4

I am confident about D (1=Strongly Disagree,2=Disagree, 3=Neither agree nor disagree,4=Agree,5=Strongly Agree)

selfEfficacy_5

I am confident about E (1=Strongly Disagree,2=Disagree, 3=Neither agree nor disagree,4=Agree,5=Strongly Agree)

selfEfficacy_6

I am confident about F (1=Strongly Disagree,2=Disagree, 3=Neither agree nor disagree,4=Agree,5=Strongly Agree)

selfEfficacy_7

I am confident about G (1=Strongly Disagree,2=Disagree, 3=Neither agree nor disagree,4=Agree,5=Strongly Agree)

gender

Participant's gender identity (1=Woman,2=Man,3=Non-binary, 4=Self-identify,5=Transgender,6=Gender-queer/non-conforming)

citizen

Participant's citizenship status (1=U.S. citizen,2=Non-U.S. citizen with permanent residency,3=Non-U.S. citizen with temporary visa,4=Other)

summarytabl documentation built on Nov. 6, 2025, 5:07 p.m.