Understanding the Determinants of K-12 Academic Success in the United States: OLS Regression
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
No Canadian affiliation. An affiliation-only frame — the usual design — would never have seen this work. It is one of the works that make the case for inverting the frame.
The three-model screen
all 1,000 screened works →All three models called this out of scope.
Regression analysis of parental involvement and K-12 academic performance; the object is educational achievement.
This study models determinants of K-12 academic performance, not the practice of research.
Education research on parental involvement and K-12 grades; schooling outcomes, not research systems.
Abstract
This paper investigates the critical factors that influence K-12 students' academic performance in the United States. Utilizing the 2019 Parent and Family Involvement (PFI) in Education Survey data collected by the National Center for Education Statistics (NCES), three new indices are constructed that summarize parental involvement in school and family events, parental satisfaction with schools, and students' extracurricular learning time. Initially, data visualization is employed to examine the data characteristics, followed by Ordinary Least Squares (OLS) regression to analyze the relationship between students' grades and these three indices. The findings reveal a significant positive correlation between students' grades and the extent of parental involvement in activities, parents' satisfaction with school work, and students' studying time outside the classroom. These results can provide valuable and actionable insights for future educational practices and policies while guiding parental involvement to support their children's academic achievement.
Stored with the screening record, where it is evidence for the labels above.
The record
- Venue
- Advances in Educational Technology and Psychology
- Topic
- Parental Involvement in Education
- Field
- Social Sciences
- Canadian institutions
- —
- Funders
- —
- Keywords
- Ordinary least squaresRegression analysisPsychologyAcademic achievementStatistics educationMathematics educationDevelopmental psychologyMedical educationStatisticsMedicineMathematics
- Has abstract in OpenAlex
- yes