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Navigating the Bayes maze: The psychologist's guide to Bayesian statistics, a hands-on tutorial with R code 贝叶斯迷宫导航:心理学家贝叶斯统计指南,附带 R 代码的实践教程
IF 3.3 3区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-12-19 DOI: 10.1002/ijop.13271
Udi Alter, Miranda A. Too, Robert A. Cribbie

Bayesian statistics has gained substantial popularity in the social sciences, particularly in psychology. Despite its growing prominence in the psychological literature, many researchers remain unacquainted with Bayesian methods and their advantages. This tutorial addresses the needs of curious applied psychology researchers and introduces Bayesian analysis as an accessible and powerful tool. We begin by comparing Bayesian and frequentist approaches, redefining fundamental terms from both perspectives with practical illustrations. Our exploration of Bayesian statistics includes Bayes's Theorem, likelihood, prior and posterior distributions, various prior types, and Markov-Chain Monte Carlo (MCMC) methods, supplemented by graphical aids for clarity. To bridge theory and practice, we employ a psychological research example with real, open data. We analyse the data using both frequentist and Bayesian approaches, providing R code and comprehensive supporting information, and emphasising best practices for interpretation and reporting. We discuss and demonstrate how to interpret parameter estimates and credible intervals, among other essential topics. Throughout, we maintain an accessible and user-friendly language, focusing on practical implications, intuitive examples, and actionable recommendations.

贝叶斯统计在社会科学,特别是心理学中获得了相当大的普及。尽管它在心理学文献中日益突出,但许多研究人员仍然不了解贝叶斯方法及其优势。本教程解决了好奇的应用心理学研究人员的需求,并介绍了贝叶斯分析作为一个可访问和强大的工具。我们首先比较贝叶斯和频率论的方法,用实际的例子从这两个角度重新定义基本术语。我们对贝叶斯统计的探索包括贝叶斯定理、似然、先验和后验分布、各种先验类型和马尔可夫链蒙特卡罗(MCMC)方法,并通过图形辅助来澄清。为了将理论与实践相结合,我们采用了一个具有真实、开放数据的心理学研究实例。我们使用频率论和贝叶斯方法分析数据,提供R代码和全面的支持信息,并强调解释和报告的最佳实践。我们讨论并演示了如何解释参数估计和可信区间,以及其他基本主题。在整个过程中,我们保持了一种易于访问和用户友好的语言,专注于实际含义,直观的示例和可操作的建议。
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引用次数: 0
Psychological significance of name changes: A case study of (north) Macedonia's name referendum 改名的心理意义:北)马其顿国名公投案例研究。
IF 3.3 3区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-12-12 DOI: 10.1002/ijop.13272
Ana Stojanov, Keren Segal, Jamin Halberstadt, Harvey Whitehouse

Multiple instances of rebranding of corporations or sports teams, or changes of personal names suggest that imposed change of symbols that people identify with leads to resistance towards the symbol change. In this paper, we examine the predictive role of sacred values, identity fusion, identification and essentialism in explaining such resistance, in a unique political context of a national referendum to change Macedonia to North Macedonia. Participants (ethnic Macedonians, N = 301) took a survey measuring these variables, along with their voting intentions and behaviour, 1 week prior to a national referendum on the name change, and again several weeks later. The results indicated that while all variables predicted negative attitudes towards the name change, only considering the name a sacred value and, to a lesser extent, being identified with the country, uniquely predicted this outcome, and only sacred values uniquely predicted voting behaviour. A large proportion of the participants were fully fused with the name “Macedonia,” which may have limited its predictive value. A cross-lagged analysis suggested a potential causal path from national identification to viewing the name as sacred, essentializing it and becoming fused with it. This study is the first to examine the psychological mechanisms that drive resistance to symbol change.

企业或运动队品牌重塑或个人姓名变更的多个实例表明,强行改变人们所认同的符号会导致对符号变更的抵制。在本文中,我们研究了神圣价值、身份融合、认同和本质主义在解释这种抵制时所起的预测作用,这种抵制是在马其顿改名为北马其顿的全国公投这一独特的政治背景下产生的。参与者(马其顿族人,N = 301)在就改名举行全国公投前一周接受了一项调查,测量了这些变量以及他们的投票意向和行为,并在数周后再次接受了调查。结果表明,虽然所有变量都能预测出对更改国名的负面态度,但只有将国名视为神圣价值以及(在较小程度上)对国家的认同能独特地预测出这一结果,而且只有神圣价值能独特地预测出投票行为。很大一部分参与者与 "马其顿 "这一国名完全融合,这可能限制了其预测价值。交叉滞后分析表明,从国家认同到视国名为神圣、国名本质化以及与国名融为一体之间存在潜在的因果关系。这项研究首次探讨了促使人们抵制符号变化的心理机制。
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引用次数: 0
Validation of the Sense of Community Coherence Scale for German and Turkish cultures 针对德国和土耳其文化验证社区凝聚感量表。
IF 3.3 3区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-11-25 DOI: 10.1002/ijop.13270
Senem Ezgi Vatandaşlar, Ayşe Rezan Çeçen, Gernot Aich

Sense of community coherence refers to how much a person perceives their communal life as comprehensible, manageable and meaningful. The study's purpose was to validate the Sense of Community Coherence Scale using two distinct groups of university students from Germany and Turkey. The scale was adapted to German and Turkish using the translation-back translation method and examined in terms of several indicators of reliability and validity, including cross-cultural measurement invariance with the data collected from 489 individuals from Germany and 533 individuals from Turkey. The findings exhibited satisfactory psychometric properties; specifically, high reliability, good construct and criterion validity, and partial measurement invariance across cultures were observed. As a result, Sense of Community Coherence Scale was concluded to be reliable and partially valid in the samples of Turkish and German university students. Validation of the German and Turkish forms of the scale is expected to contribute to mental health research and practice for allowing the measurement of how individuals feel about their community in the context of manageability, meaningfulness and comprehensibility. This study can help researchers and practitioners design enhancement, prevention and intervention programmes aiming to increase the community sense of coherence.

社区一致性感是指一个人认为其社区生活在多大程度上是可理解、可管理和有意义的。本研究的目的是使用来自德国和土耳其的两组不同大学生来验证 "社区和谐感量表"。该量表采用了回译法(translation-back translation method)被改编为德语和土耳其语量表,并通过从德国 489 名学生和土耳其 533 名学生那里收集到的数据,从可靠性和有效性(包括跨文化测量不变性)等多个指标对其进行了检验。研究结果显示了令人满意的心理测量特性,具体来说,信度高,具有良好的建构效度和标准效度,并且具有部分跨文化测量不变性。因此,"社区凝聚感量表 "在土耳其和德国大学生样本中是可靠和部分有效的。德文和土耳其文量表的验证有望为心理健康研究和实践做出贡献,因为它可以在可管理性、有意义性和可理解性的背景下测量个人对其社区的感受。这项研究可以帮助研究人员和从业人员设计旨在增强社区一致性意识的增强、预防和干预计划。
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引用次数: 0
Impact of French lockdowns on bereavement experiences: Insight from ALCESTE analysis revealing psychological resilience and distinct grief dynamics amidst COVID-19 法国封锁对丧亲经历的影响:ALCESTE 分析揭示了 COVID-19 中的心理复原力和独特的悲伤动态。
IF 3.3 3区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-11-19 DOI: 10.1002/ijop.13267
Livia Sani, Yasmine Chemrouk, Boris Lassagne, Chad Cape, Marie Ngo Nkana, Jacques Cherblanc, Marie-Frédérique Bacqué

At the beginning of 2020, the entire world was shocked by a global health emergency. According to the literature, fear, high mortality and health restrictions had significant psychological consequences on the population. This study evaluates the French lockdown's impact on the grieving process and how people worked through their grief. Two semi-structured interviews were conducted with 31 participants who had lost a loved one between March 2020, June, and September 2021 (T0) and 6 months later (T1). Subsequently, they were divided into two groups: those who lost someone during the first lockdown (Group 1) and those who lost someone outside the lockdown periods (Group 2). The interviews were analysed using the ALCESTE software, a statistical analysis tool for textual data based on word co-occurrences. This research significantly advances the understanding of bereavement during crises, providing new perspectives and practical insights for policymakers, healthcare professionals and support organisations. Its methodological innovation and detailed analysis contribute to the ongoing discussion on grief and resilience in challenging circumstances. Ultimately, this study lays the foundation for improved support and intervention strategies tailored to the needs of bereaved individuals during crises.

2020 年初,全球卫生紧急状况震惊了整个世界。根据文献记载,恐惧、高死亡率和健康限制给人们造成了严重的心理影响。本研究评估了法国封锁对悲伤过程的影响,以及人们如何度过悲伤。研究人员对在 2020 年 3 月、6 月和 2021 年 9 月(T0)以及 6 个月后(T1)失去亲人的 31 名参与者进行了两次半结构式访谈。随后,他们被分为两组:在第一次封锁期间失去亲人的参与者(第一组)和在封锁期间以外失去亲人的参与者(第二组)。我们使用 ALCESTE 软件对访谈内容进行了分析,该软件是一种基于词语共现的文本数据统计分析工具。这项研究极大地促进了人们对危机期间丧亲之痛的理解,为政策制定者、医疗保健专业人员和支持机构提供了新的视角和实用见解。它在方法上的创新和详细的分析为正在进行的关于挑战环境下的悲伤和复原力的讨论做出了贡献。最终,这项研究为改进针对危机中丧亲之痛者需求的支持和干预策略奠定了基础。
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引用次数: 0
Dimensionality in confirmatory factor analysis is not in the eye of the beholder: Ancillary bifactor statistical indices illuminate dimensionality and reliability 确证因子分析中的维度并非一目了然:辅助性双因素统计指数揭示了维度和可靠性。
IF 3.3 3区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-11-18 DOI: 10.1002/ijop.13266
Tyrone B. Pretorius, Anita Padmanabhanunni

This tutorial delves into dimensionality assessment within the context of psychological measurement instruments, particularly focusing on bifactor models. It underscores the imperative to move beyond traditional fit indices when evaluating factor structures while highlighting the significance of ancillary bifactor indices such as explained common variance, OmegaH and percentage of uncontaminated correlations in gaining a more comprehensive understanding of the interplay between general and specific group factors. The tutorial offers a step-by-step guide to leveraging the power of R software for confirmatory factor analysis and the acquisition of ancillary bifactor indices. Through practical case studies, it elucidates the potential pitfalls of exclusively relying on fit indices and advocates for a balanced, multifaceted approach to dimensionality assessment. By integrating fit measures and ancillary indices, researchers can draw more informed and nuanced conclusions about measurement instrument dimensionality, ultimately enhancing the precision of psychological assessment.

本教程深入探讨了心理测量工具中的维度评估,尤其侧重于双因素模型。它强调了在评估因子结构时超越传统拟合指数的必要性,同时强调了辅助性双因子指数(如解释的共同方差、OmegaH 和未污染相关百分比)对于更全面地了解一般因子和特定群体因子之间的相互作用的重要意义。本教程逐步指导如何利用 R 软件的强大功能进行确证因子分析和获取辅助双因子指数。通过实际案例研究,它阐明了完全依赖拟合指数的潜在隐患,并提倡采用均衡、多元的方法进行维度评估。通过整合拟合度测量和辅助指数,研究人员可以对测量工具的维度得出更明智、更细致的结论,最终提高心理评估的精确度。
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引用次数: 0
Virtual motivational interviewing for physical activity among older adults: A non-randomised, mixed-methods feasibility study 针对老年人体育锻炼的虚拟动机访谈:非随机、混合方法可行性研究。
IF 3.3 3区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-11-18 DOI: 10.1002/ijop.13269
Olayinka Akinrolie, Jacquie Ripat, Shaelyn Strachan, Sandra C. Webber, Allister McNabb, Jennifer Peters, Sasha Kullman, Ruth Barclay

The objective of this study was to evaluate the feasibility of Virtual Motivational Interviewing (VIMINT) for improving physical activity among community-dwelling older adults. A feasibility study using a mixed-method single-group pre- and post-design. Each participant received five sessions of motivational interviewing (MI) through the Zoom platform. Feasibility and acceptability were assessed through recruitment, attrition and retention rates; adherence; satisfaction; counsellors' competency; and interviews with participants and counsellors. Other outcomes including physical activity were assessed at baseline, post- and 2-month follow-up. Eight participants were recruited; the mean age was 68.9 ± 3.9 years. The retention rate was 88%, 92.5% of the sessions were attended, and the participants' satisfaction score was 24.14 ± 7.3/32. The counsellors were rated as “good” and “fair” in relational and technical components, respectively. The categories derived from qualitative analysis were session composition, acceptability of outcome measures, positive impact of the VIMINT study and suggestions to improve future studies. The findings showed that VIMINT intervention should be feasible and acceptable for older adults. Evidence from this study provides relevant information that will guide the planning of future studies investigating the effectiveness of virtual MI on physical activity among community-dwelling older adults.

本研究旨在评估虚拟动机访谈法(VIMINT)在改善社区老年人体育锻炼方面的可行性。这是一项采用单组前后设计的混合方法进行的可行性研究。每位参与者通过 Zoom 平台接受了五节激励访谈(MI)。可行性和可接受性通过招募率、流失率和保留率、坚持率、满意度、辅导员的能力以及对参与者和辅导员的访谈进行评估。其他结果包括体育锻炼,在基线、后期和两个月的随访中进行了评估。共招募了 8 名参与者,平均年龄为 68.9 ± 3.9 岁。参与者的保留率为 88%,参加了 92.5%的课程,满意度为 24.14 ± 7.3/32。辅导员在关系和技术方面分别被评为 "良好 "和 "一般"。定性分析得出的类别包括环节构成、结果测量的可接受性、VIMINT 研究的积极影响以及改进未来研究的建议。研究结果表明,VIMINT 干预对老年人来说是可行和可接受的。本研究的证据提供了相关信息,将指导未来调查虚拟多元智能对社区老年人体育活动有效性的研究规划。
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引用次数: 0
Getting started with the graded response model: An introduction and tutorial in R 分级响应模型入门:R 语言入门与教程
IF 3.3 3区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-11-12 DOI: 10.1002/ijop.13265
Rizqy Amelia Zein, Hanif Akhtar

This tutorial introduces the graded response model (GRM), a tool for testing measurement precision within the item response theory (IRT) paradigm, which is useful for informing researchers about the item and person properties of their measurement. The tutorial aims to guide applied researchers through a unidimensional GRM analysis in the R environment, using the psych, mirt and ggmirt packages. GRM is specifically designed to examine the psychometric properties of psychological scales with polytomous (Likert-style) items. The tutorial illustrates the procedure using data from the Open Psychometrics Database on the right-wing authoritarianism (RWA) scale, outlining the theoretical underpinnings of GRM and steps for data preparation, testing model assumptions, model fitting, plotting item parameters and interpretation of results.

本教程介绍了分级反应模型(GRM),这是一种在项目反应理论(IRT)范式下测试测量精度的工具,有助于研究人员了解其测量的项目和人的属性。本教程旨在指导应用研究人员在 R 环境中使用 psych、mirt 和 ggmirt 软件包进行单维 GRM 分析。GRM 专门用于检验具有多项式(Likert 式)项目的心理量表的心理测量属性。本教程使用开放式心理测量数据库中关于右翼威权主义(RWA)量表的数据说明了这一过程,概述了 GRM 的理论基础以及数据准备、模型假设检验、模型拟合、项目参数绘图和结果解释等步骤。
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引用次数: 0
Exploring the reciprocal relationship between reflective and behavioural moral self-efficacy: An agentic perspective to hinder moral disengagement at work 探索反思性道德自我效能感与行为道德自我效能感之间的相互关系:从代理的角度来阻碍工作中的道德脱离。
IF 3.3 3区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-11-11 DOI: 10.1002/ijop.13268
Marinella Paciello, Roberta Fida, Claudio Barbaranelli, Carlo Tramontano

Moral self-efficacy refers to individuals' beliefs in their capability to effectively mobilise motivation, cognitive resources and strategic actions to achieve moral performance particularly in challenging situations. We adopt the conceptualization of moral self-efficacy that encompasses both self-reflective and behavioural components. The self-reflective dimension pertains to one's perceived capability to reflect on past moral lapses, while the behavioural dimension involves one's perceived capability to regulate future moral conduct. The study aims to explore moral self-efficacy as a “dynamic” process unfolding over time, focusing on the reciprocal influence between its self-reflective and behavioural dimensions in hindering the development of moral disengagement. Utilising a three-wave design with a sample of 1308 employees (50% females) at Time 1 results of a structural equation model support the hypothesized interplay between self-reflective and behavioural moral self-efficacy over time. In addition, our findings partly support our hypothesized relationships between moral self-efficacy dimensions and moral disengagement: self-reflective moral self-efficacy directly and negatively influenced the development of moral disengagement over time, while behavioural moral self-efficacy negative influenced it only indirectly through self-reflective moral self-efficacy.

道德自我效能感是指个人相信自己有能力有效地调动动机、认知资源和战略行动来实现道德表现,尤其是在具有挑战性的情况下。我们采用的道德自我效能概念包括自我反思和行为两个方面。自我反省维度涉及一个人对过去道德失误进行反省的感知能力,而行为维度则涉及一个人对未来道德行为进行调节的感知能力。本研究旨在探讨道德自我效能感作为一个随着时间推移而展开的 "动态 "过程,重点关注其自我反省维度和行为维度之间在阻碍道德失范发展方面的相互影响。结构方程模型的结果支持了自我反省和行为道德自我效能感之间随着时间推移而相互作用的假设。此外,我们的研究结果部分支持了道德自我效能维度与道德脱离之间的假设关系:随着时间的推移,自我反省道德自我效能直接对道德脱离的发展产生负面影响,而行为道德自我效能仅通过自我反省道德自我效能间接对其产生负面影响。
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引用次数: 0
Profiles of intergenerational and digital solidarity between middle-aged parents and young adult children during the COVID-19 pandemic: Associations with parents' psychological well-being 在 COVID-19 大流行期间,中年父母与年轻成年子女之间的代际团结和数字团结概况:与父母心理健康的关联
IF 3.3 3区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-11-11 DOI: 10.1002/ijop.13264
Woosang Hwang, Narges Hadi, Seonhwa Lee, Maria T. Brown, Merril Silverstein

We uncovered latent profiles of intergenerational and digital solidarity between middle-aged parents and their oldest young adult children during the COVID-19 pandemic. Furthermore, we investigated whether solidarity latent profiles were related to middle-aged parents' psychological well-being. We used data from the 2022 survey of the Longitudinal Study of Generations (LSOG), which involved 234 middle-aged parents providing information about their oldest young adult children. Using latent profile analysis, we uncovered five solidarity profiles (Tight-knit traditional, distant-but-digitally connected, obligatory, sociable, and conflictual) in relationships between middle-aged parents and their oldest young adult children during the pandemic. Furthermore, we found that middle-aged parents belonging to the distant-but-digitally connected and tight-knit traditional profiles had enhanced psychological well-being than those in the conflictual profile during the pandemic. These findings indicate that middle-aged parents' use of digital communication with young adult children benefited their psychological well-being during the pandemic. Moreover, using digital communication may be related to strong solidarity between middle-aged parents and young adult children when they live independently.

在 COVID-19 大流行期间,我们发现了中年父母与其年长的年轻成年子女之间代际团结和数字团结的潜在特征。此外,我们还研究了团结的潜在特征是否与中年父母的心理健康有关。我们使用了代际纵向研究(LSOG)2022 年的调查数据,其中有 234 位中年父母提供了他们最年长的青壮年子女的信息。通过潜特征分析,我们发现在大流行病期间,中年父母与他们年长的年轻子女之间的关系存在五种团结特征(紧密传统型、疏远但数字联系型、义务型、交际型和冲突型)。此外,我们还发现,在大流行病期间,属于 "疏远但数字联系紧密型 "和 "传统紧密型 "的中年父母比属于 "冲突型 "的中年父母的心理幸福感更高。这些研究结果表明,中年父母使用数字通信与青壮年子女沟通有利于他们在大流行病期间的心理健康。此外,使用数字通信可能与中年父母和独立生活的成年子女之间的紧密团结有关。
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引用次数: 0
Direct and indirect longitudinal relationships among self-efficacy, job performance and career advancements 自我效能感、工作绩效和职业发展之间的直接和间接纵向关系。
IF 3.3 3区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-10-25 DOI: 10.1002/ijop.13262
Guido Alessandri, Laura Borgogni, Gary P. Latham

The present study examined the longitudinal relations among work self-efficacy beliefs, job performance and career success, defined as objective career advancements. We argued that job performance would mediate both the influence of worker's self-efficacy beliefs on career success and the influence of career success on subsequent self-efficacy beliefs. The participants were 976 employees of one of the largest companies in Italy, assessed at three time points (i.e., Waves 1, 2 and 3), spaced apart by 3 years. Job performance significantly mediated the relationship between self-efficacy beliefs and subsequent career success as well as the reverse influence of career success on subsequent self-efficacy beliefs. The posited conceptual model explained a significant portion of the variance in all endogenous variables and has implications for interventions intended to promote the development of individuals within organisations.

本研究探讨了工作自我效能感信念、工作绩效和职业成功(指客观的职业发展)之间的纵向关系。我们认为,工作绩效既能调节工人自我效能感信念对职业成功的影响,也能调节职业成功对后续自我效能感信念的影响。被试是意大利一家最大公司的 976 名员工,在三个时间点(即第 1、第 2 和第 3 波)进行评估,时间间隔为 3 年。工作表现对自我效能感信念与后续职业成功之间的关系以及职业成功对后续自我效能感信念的反向影响起着重要的中介作用。所提出的概念模型解释了所有内生变量中的很大一部分变异,对旨在促进组织内个人发展的干预措施具有重要意义。
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引用次数: 0
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International Journal of Psychology
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