Self-Regulation Effects on Smoking Addiction: A Bayesian Approach

IF 0.3 4区心理学 Q4 PSYCHOLOGY, MULTIDISCIPLINARY

Universitas Psychologica Pub Date : 2021-12-15 DOI:10.11144/javeriana.upsy20.sres

Afiq Wiratma Muhammad, Bhina Patria

引用次数: 0

Abstract

This study aimed to determine the impacts of self-regulation on smoking addiction. Self-regulation is the capacity to overcome ineffective behavior to achieve goals. Previous research studies found that self-regulation is an effective mental defense against deviant behaviors such as smoking. This study hypothesized that self-regulation correlates negatively with smoking addiction. The subjects in this study were 155 students aged 13-18 years (M = 13.37, SD = 1.07) from three high schools in Sleman district, Yogyakarta, Indonesia. The data were analysed with Bayesian regression and simple linear regression as a comparison. The Bayesian regression showed that 95% posterior distribution HDI falls outside ROPE (-0.5-0). The results indicated that self-regulation has significant effects on reducing smoking addiction. Additionally, the simple linear regression also showed similar results (F (1.153) = 82.12, p < 0.01). The generalizability of the results is only limited to the sample being used in this study.

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自我调节对吸烟成瘾的影响：贝叶斯方法

本研究旨在确定自我调节对吸烟成瘾的影响。自我调节是克服无效行为以实现目标的能力。先前的研究发现，自我调节是对吸烟等异常行为的有效心理防御。本研究假设自我调节与吸烟成瘾呈负相关。本研究以印度尼西亚日惹市Sleman区的三所高中的155名13-18岁学生为研究对象(M = 13.37, SD = 1.07)。采用贝叶斯回归和简单线性回归对数据进行比较分析。贝叶斯回归显示95%后验分布HDI落在ROPE(-0.5-0)之外。结果表明，自我调节对降低吸烟成瘾有显著作用。此外，简单线性回归也显示了相似的结果(F (1.153) = 82.12, p < 0.01)。结果的普遍性仅限于本研究中使用的样本。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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来源期刊

Universitas Psychologica PSYCHOLOGY, MULTIDISCIPLINARY-

CiteScore

1.00

自引率

0.00%

发文量

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