评估电子日记青少年的影响:对不同因素模型的多层次确认因素分析
Matthias F Limberger1, Florian Schmiedek2,3,4, Philip S Santangelo1,5
1Mental mHealth Lab, Institute for Sport and Sport Science, Faculty for Humanities and Social Sciences, Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany.
Frontiers in psychology
|July 10, 2023
概括
电子日记 (电子日记) 越来越多地用于情绪和影响青少年研究. 一个六因素模型最适合电子日记影响数据,强调在这些研究中报告心理特性的必要性.
科学领域:
- 心理学 心理学 心理学
- 精神病学是一个精神病学.
- 数据科学数据科学数据科学
背景情况:
- 电子日记 (电子日记) 研究越来越受欢迎,用于评估情绪和情绪.
- 目前的指导方针建议报告心理测量属性,但这很少发生.
- 对因素结构和电子日记影响评估的可靠性进行的方法调查有限.
研究的目的:
- 通过使用七天电子日记数据集,调查情绪的心理测量属性和影响评估.
- 为了确定最佳的因子结构和适合青少年电子日记的影响数据的模型.
- 为未来电子日记研究设计和规模开发提供建议.
主要方法:
- 利用了189名青少年 (12-17岁) 的七天电子日记数据集.
- 分析了影响评估中的个人内部差异.
- 在因子模型的不同复杂度级别中比较模型适合性和因子负载.
主要成果:
- 电子日记影响评估显示,个人内部差异的很大一部分.
- 一个六因素模型表明,与更简单的模型相比,模型适合性优越.
- 随着模型复杂度的增加,因子负载得到了改善.
结论:
- 六因素模型被推用于未来关于青少年情绪影响的电子日记研究.
- 研究人员应优先报告心理测量属性和模型适合电子日记研究.
- 未来的电子日记尺度开发应该使用每个尺度至少三个项目来支持先进的统计分析,如确认的多层次因子分析.
相关概念视频
Erikson's Theory on Socioemotional Development during Adolescence
167
Erik Erikson's fifth stage of psychosocial development, "identity versus role confusion," is crucial during adolescence (ages 12 to 18). In this stage, adolescents face the developmental task of forging a distinct personal identity, a process influenced by social, psychological, and biological changes typical of this period. Adolescents naturally explore different roles, behaviors, and ideologies as they navigate complex questions of self-concept, asking, "Who am I?" and...
167
Self-Report Tests of Personality
388
Self-report inventories are objective personality assessments that use multiple-choice items or numbered scales, typically ranging from 1 (strongly disagree) to 5 (strongly agree). They are often called Likert scales after Rensis Likert. These inventories are widely used due to their ease of administration and cost-effectiveness. One of the most prominent examples is the Minnesota Multiphasic Personality Inventory (MMPI), initially developed in the 1940s to assess abnormal personality traits.
388
Factorial Design
13.1K
Factorial Analysis is an experimental design that applies Analysis of Variance (ANOVA) statistical procedures to examine a change in a dependent variable due to more than one independent variable, also known as factors. Changes in worker productivity can be reasoned, for example, to be influenced by salary and other conditions, such as skill level. One way to test this hypothesis is by categorizing salary into three levels (low, moderate, and high) and skills sets into two levels (entry level...
13.1K
Self-Evaluation: Self-Enhancement and Self-Verification
5.2K
Social psychologists have documented that feeling good about ourselves and maintaining positive self-esteem is a powerful motivator of human behavior (Tavris & Aronson, 2008). In the United States, members of the predominant culture typically think very highly of themselves and view themselves as good people who are above average on many desirable traits (Ehrlinger, Gilovich, & Ross, 2005). Often, our behavior, attitudes, and beliefs are affected when we experience a threat to our...
5.2K
Depressive Disorders: Etiology
140
Depressive disorders result from a complex interplay of biological, psychological, and sociocultural factors, each contributing uniquely to the development and persistence of the condition. Understanding these factors provides critical insight into the multifaceted nature of depression.
Biological Factors in Depression
Biological predispositions significantly influence the risk of developing depressive disorders. Genetic studies highlight the role of variations in the serotonin transporter...
Biological Factors in Depression
Biological predispositions significantly influence the risk of developing depressive disorders. Genetic studies highlight the role of variations in the serotonin transporter...
140
Depressive Disorders: MDD and Dysthymia
176
Depressive disorders are a group of mental health conditions characterized by pervasive feelings of sadness, diminished pleasure in life, and a significant impact on daily functioning. These conditions are most prevalent in individuals during their 30s and affect women at twice the rate of men. Contrary to popular belief, younger individuals are generally more susceptible to these disorders than older adults. Two key types of depressive disorders include Major Depressive Disorder (MDD) and...
176


