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Short-Scale Construction Using Meta-Analytic Ant Colony Optimization 利用元分析蚁群优化技术进行短尺度构建
IF 2.5 3区 心理学 Pub Date : 2024-03-25 DOI: 10.1027/1015-5759/a000818
U. Schroeders, Maximilian Morgenstern, K. Jankowsky, Timo Gnambs
Abstract: The Need for Cognition Scale (NCS) is a self-report scale measuring individual differences in the tendency to engage in and enjoy thinking. The shortened version with 18 items (NCS-18; Cacioppo et al., 1984 ) has widely been administered in research on persuasion, critical thinking, and educational achievement. Whereas most studies advocated for essential uni-dimensionality, the question remains which psychometric model yields the best representation of the NCS-18. In the present study, we compared six competing measurement models for the NCS-18 with meta-analytic structural equation models using summary data of 87 samples ( N = 90,215). Results demonstrated that the negatively worded items introduced considerable measurement bias that was best accounted for with an acquiescence model. In a further analytical step, we showcased how the pooled correlation matrix can be used to compile short versions of the NCS-18 via Ant Colony Optimization. We examined model fit and reliability of short scales with varying item numbers (between 4 and 15) and a balanced ratio of positively and negatively worded items. We discuss the potentials and limits of the newly proposed method.
摘要:认知需要量表(NCS)是一种自我报告量表,用于测量个体在参与和享受思考的倾向方面的差异。在有关说服、批判性思维和教育成就的研究中,有 18 个项目的简短版本(NCS-18;Cacioppo 等人,1984 年)被广泛使用。虽然大多数研究都主张 NCS-18 具有基本的单维性,但问题是哪种心理测量模型能最好地反映 NCS-18。在本研究中,我们使用 87 个样本(N=90,215)的汇总数据,通过元分析结构方程模型比较了 NCS-18 的六个相互竞争的测量模型。结果表明,消极措辞的项目带来了相当大的测量偏差,而这种偏差在默许模型中得到了最好的解释。在进一步的分析步骤中,我们展示了如何通过蚁群优化,利用汇集的相关矩阵编制简短版本的 NCS-18。我们检验了不同项目数(4 到 15 个之间)的简易量表的模型拟合度和可靠性,以及正反措辞项目的平衡比例。我们讨论了新提出方法的潜力和局限性。
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引用次数: 0
Survey Design Moderates Negativity Bias but not Positivity Bias in Self-Reported Job Stress 调查设计可调节自我工作压力报告中的消极性偏差,而非积极性偏差
IF 2.5 3区 心理学 Pub Date : 2024-01-12 DOI: 10.1027/1015-5759/a000806
Roman Pauli, Jessica Lang
Abstract: Self-report measures are both frequently used and criticized in studies of job-related stress. The question remains whether affective dispositions lead to biased assessments. In this study, we examine the extent to which survey characteristics are susceptible to bias by the characteristics of the person making the assessment. Participants ( N = 1,509) in an online split ballot experiment were randomly assigned to report their job stressors using a 2 (task vs. person-related items) × 2 (frequency vs. agreement response format) factorial design. Participants high in neuroticism or negative affectivity, but not positive affectivity, reported more job stressors when responding to person-related items compared to task-related items. Individuals high in neuroticism reported more job stressors when assessed with agreement compared to frequency response format. However, the response format did not alter the relationship between self-reported job stressors and positive or negative affectivity. Findings indicate how survey design can reinforce affectivity bias in the assessments of job stressors. If an assessment is intended to evaluate objective circumstances rather than subjective experiences at work (e.g., the presence of general risk factors within psychosocial risk assessment), it is recommended to employ condition-related questionnaires with task-related item wordings and frequency response formats.
摘要:在与工作有关的压力研究中,自我报告测量法既被频繁使用,又饱受批评。问题是,情感倾向是否会导致评估出现偏差。在本研究中,我们研究了调查特征在多大程度上容易受到评估者特征的影响而产生偏差。我们采用 2(任务与个人相关项目)×2(频率与同意回答格式)的因子设计,随机分配在线分票实验的参与者(N = 1,509)来报告他们的工作压力。与任务相关的项目相比,神经质或消极情绪性高的参与者在回答与人相关的项目时会报告更多的工作压力,而积极情绪性低的参与者则不会报告更多的工作压力。与频率响应形式相比,神经质程度高的人在以协议形式进行评估时会报告更多的工作压力。然而,回答格式并没有改变自我报告的工作压力与积极或消极情绪之间的关系。研究结果表明,在评估工作压力时,调查设计可能会加强情感偏差。如果评估的目的是评价客观情况而不是主观工作经历(例如,社会心理风险评估中是否存在一般风险因素),建议采用与任务相关的项目措辞和频率响应格式的条件相关问卷。
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引用次数: 1
The Potential of Machine Learning Methods in Psychological Assessment and Test Construction 机器学习方法在心理评估和测试构建中的潜力
IF 2.5 3区 心理学 Pub Date : 2024-01-05 DOI: 10.1027/1015-5759/a000817
Steven Bißantz, Susanne Frick, Filip Melinscak, D. Iliescu, Eunike Wetzel
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引用次数: 0
An Examination of the Role of Inverted Dark Tetrad Items on Structural Properties and Construct Validity 检验倒置黑暗四项对结构特性和结构有效性的作用
IF 2.5 3区 心理学 Pub Date : 2023-12-13 DOI: 10.1027/1015-5759/a000805
Christian Blötner, D. Grüning
Abstract: The use of inverted items is under vigorous debate in psychometric research. However, especially in the field of the Dark Tetrad – a compound of the aversive yet subclinical traits Machiavellianism, narcissism, psychopathy, and sadism –, the use of items in which high endorsement indicates low levels appears promising to obtain more information about low scores on the four traits. In this preregistered research ( N = 500), we developed an alternative version of the Short Dark Tetrad (SD4) which – unlike the original SD4 – has a balanced set of regular and inverted items. Following the theory of utilizing inverted items, we demonstrate that more information (in the sense of item response theory) can be obtained from the newly devised Mixed SD4 (MSD4) as compared to the original SD4. Thereby, the scores of the MSD4 can be validly interpreted in the sense of the underlying traits’ theories (i.e., construct validity), and the SD4 and the MSD4 yield highly similar nomological networks. We conclude that including inverted items is advantageous for the assessment of the Dark Tetrad. More generally, we present this case as a demonstration that balanced item sets are necessary to capture traits and behaviors exhaustively.
摘要:在心理测量研究中,对倒置项目的使用存在激烈的争论。然而,特别是在 "黑暗四项"(由马基雅维利主义、自恋、变态心理和虐待狂这四种令人厌恶的亚临床特质复合而成)领域,使用高背书表示低水平的项目似乎有望获得更多有关这四种特质低分的信息。在这项预先登记的研究中(N = 500),我们开发了另一个版本的 "短黑暗四项"(SD4),它与原来的 SD4 不同,具有一套均衡的常规和倒置项目。根据使用倒置题目的理论,我们证明,与原始的 SD4 相比,新设计的混合 SD4(MSD4)可以获得更多的信息(在题目反应理论的意义上)。因此,MSD4 的得分可以从基础特质理论的角度进行有效解释(即建构效度),而且 SD4 和 MSD4 产生的名义网络高度相似。我们的结论是,包含倒置项目对评估黑暗四项是有利的。更广泛地说,我们提出这个案例是为了证明平衡的项目集对于详尽地捕捉特质和行为是必要的。
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引用次数: 0
Evaluating the Psychometric Properties of the Romanian Version of Thriving at Work Scale 评估罗马尼亚语版《工作欣欣向荣量表》的心理测量特性
IF 2.5 3区 心理学 Pub Date : 2023-12-12 DOI: 10.1027/1015-5759/a000804
Norberth-Ioan Okros, D. Vîrgă
Abstract: The present research aims to evaluate the psychometric properties of the Romanian version of the thriving at work scale (TWS). Three studies were conducted to test the reliability and validity of the TWS. The first study ( N = 451) aimed to adapt and validate the Romanian version of TWS. The confirmatory factor analysis results indicated that the second-order model with 10-items has a good value of the fit indices. The second study ( N = 435) tested measurement invariances, demonstrating that the Romanian version of this scale has varying levels of thriving at work across job tenure and a differential functioning of items 2 and 9 across age. The third study ( N = 312) cross-validated the second-order model. It tested the construct-related validity of TWS with other relevant constructs (job and career satisfaction, burnout, mental health complaints, performance). The results indicated that the TWS is a reliable and valid instrument demonstrating the crucial implications for Romanian working people’s well-being and career development.
摘要:本研究旨在评估罗马尼亚语版工作欣欣向荣量表(TWS)的心理测量特性。为测试工作中茁壮成长量表的可靠性和有效性,我们进行了三项研究。第一项研究(N = 451)旨在调整和验证罗马尼亚语版的工作欣欣向荣量表。确认性因素分析结果表明,包含 10 个项目的二阶模型具有良好的拟合指数值。第二项研究(N = 435)对测量不变量进行了测试,结果表明该量表的罗马尼亚语版本在不同的工作任期内具有不同的工作欣欣向荣程度,并且项目 2 和项目 9 在不同的年龄段具有不同的功能。第三项研究(N = 312)对二阶模型进行了交叉验证。它测试了 "工作中的欣欣向荣 "与其他相关建构(工作和职业满意度、职业倦怠、心理健康投诉、绩效)的建构相关有效性。结果表明,TWS 是一种可靠有效的工具,对罗马尼亚职场人士的福祉和职业发展具有重要意义。
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引用次数: 0
Development and Validation of the Work Orientation Questionnaire Short-Form (WOQ-SF) 工作取向问卷简表(WOQ-SF)的开发与验证
IF 2.5 3区 心理学 Pub Date : 2023-12-12 DOI: 10.1027/1015-5759/a000814
Doudou Liu, Yiming Wang, Chaoping Li
Abstract: This research aims to develop a 15-item short form of the WOQ (WOQ-SF) and provide evidence for its reliability and validity. In Study 1 ( N = 305), we simplified the WOQ into a short version in line with the scale reduction procedure and recommendations ( Kruyen et al., 2013 ; Stanton et al., 2002 ). The exploratory factor analysis (EFA) reveals that the five factors of the WOQ-SF are conceptually distinct and correlated with each other. In Study 2 ( N = 442), the psychometric properties of the WOQ-SF were investigated. The findings of the confirmatory factor analysis (CFA) confirm a good factor structure. In addition, the measurement invariance of this shortened scale was examined across gender, age, education level, and job tenure. Regarding validity, significant correlations between the WOQ-SF and the original WOQ were found. Furthermore, the WOQ-SF demonstrates relationships with career satisfaction, work engagement, job satisfaction, and career planning, providing evidence for its validity. In sum, the WOQ-SF shows good psychometric properties comparable to the WOQ, suggesting it is a suitable alternative.
摘要:本研究旨在开发一个包含15个项目的WOQ简表(WOQ-SF),并为其信度和效度提供证据。在研究 1(N = 305)中,我们根据量表缩减程序和建议(Kruyen 等人,2013;Stanton 等人,2002)将 WOQ 简化为简表。探索性因子分析(EFA)显示,WOQ-SF 的五个因子在概念上是不同的,并且相互关联。研究 2(N = 442)调查了 WOQ-SF 的心理测量特性。确认性因子分析(CFA)的结果证实了WOQ-SF具有良好的因子结构。此外,研究还考察了这一缩短量表在不同性别、年龄、教育水平和工作任期之间的测量不变性。在效度方面,WOQ-SF 与原 WOQ 之间存在明显的相关性。此外,WOQ-SF 与职业满意度、工作投入度、工作满意度和职业规划都有关系,为其有效性提供了证据。总之,WOQ-SF 显示出了与 WOQ 相当的良好心理测量特性,表明它是一种合适的替代方法。
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引用次数: 0
Seeing the Light in Self-Reported Glare 在自我报告的眩光中看到光
3区 心理学 Pub Date : 2023-11-10 DOI: 10.1027/1015-5759/a000798
Elisha Johnston, Steven P. Reise, Karen L. Spritzer, Ron D. Hays
Abstract: We conducted a secondary analysis to evaluate two glare items versus a composite score from the two items in a sample of 544 patients (38% women; Mdn = 29 years old; 13% high school education or less) before and after eye surgery. The first question was from a National Eye Institute (NEI) survey and the second question included a definition and picture of glare. At baseline, 28% of participants reported glare on the NEI item versus 39% on the question with the definition and picture. There was 76% agreement between the two questions ( K = .46). Three months after baseline, there was no change in the percentage of participants who reported glare on the NEI question (27%), but a significant decrease in participants reporting glare on the question with the definition and picture (38% at baseline to 25% 3 months later). A 2-item glare scale was more reliable and highly correlated with multi-item measures of halos and starbursts than the individual items. Change in the scale was more strongly associated than the items with the change in satisfaction with vision and with satisfaction with surgery. The scale may provide a better indicator of glare than either item alone.
摘要:我们对544例患者(38%女性;Mdn = 29岁;(13%高中及以下学历)。第一个问题来自美国国家眼科研究所(NEI)的调查,第二个问题包括眩光的定义和图片。在基线上,28%的参与者报告了NEI项目的眩光,而39%的参与者报告了带有定义和图片的问题。两个问题的一致性为76% (K = 0.46)。基线后三个月,在NEI问题上报告眩光的参与者比例没有变化(27%),但在带有定义和图片的问题上报告眩光的参与者比例显著下降(基线时为38%,三个月后为25%)。两项眩光量表比单项量表更可靠,且与多项测量的光晕和星暴高度相关。量表的变化与视力满意度和手术满意度的变化的相关性比项目的变化更强。该量表可能比单独的任何一项都能提供更好的眩光指标。
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引用次数: 0
Validity of an Inconsistency Scale for the PID-5 in Community-Dwelling Younger and Older Adults 社区青年和老年人PID-5不一致量表的效度
3区 心理学 Pub Date : 2023-11-06 DOI: 10.1027/1015-5759/a000802
Allyson Dubois, Martin Sellbom, Gina Rossi
Abstract: The Personality Inventory for DSM-5 (PID-5; Krueger et al., 2012 ) is a self-report questionnaire measuring pathological traits of personality disorders. Keeley and colleagues (2016) developed an Inconsistency Scale for the PID-5 (PID-5-INC) to detect random responses. We examined the ability of the PID-5-INC to detect inconsistent responders in a new linguistic context (Dutch) and age group (older adults). The Dutch PID-5 version ( van der Heijden et al., 2014 ) was administered to two Dutch community-dwelling younger (18–64 years old: N = 439) and older adults (65 years or older: N = 251). The PID-5-INC item pairs showed large interitem correlations in the younger adult sample and at least medium interitem correlations, except for one item pair, in the older adult sample. Similarly to Keeley and colleagues , a cut-off score of 17 was the optimal cut-off point for both the younger and older adult samples. However, for the younger adult sample, a cut-off score of 16 provided an even better balance between specificity and sensitivity. We concluded that our results support the use of the PID-5-INC in Dutch-speaking community-dwelling younger and older adults and point out the importance of including validity scales for self-report questionnaires.
摘要:DSM-5人格量表(PID-5);Krueger et al., 2012)是一种测量人格障碍病理特征的自我报告问卷。Keeley及其同事(2016)为PID-5 (PID-5- inc)开发了一种不一致量表来检测随机反应。我们检测了PID-5-INC在新的语言背景(荷兰语)和年龄组(老年人)中检测不一致应答者的能力。荷兰PID-5版本(van der Heijden et al., 2014)对两名居住在荷兰社区的年轻人(18-64岁:N = 439)和老年人(65岁及以上:N = 251)进行了研究。在年轻人样本中,PID-5-INC项目对显示出较大的项目间相关性,而在老年人样本中,除了一个项目对外,至少显示出中等的项目间相关性。与基利和他的同事类似,17分是年轻人和老年人样本的最佳分界点。然而,对于较年轻的成人样本,16分的临界值在特异性和敏感性之间提供了更好的平衡。我们的结论是,我们的结果支持在讲荷兰语的社区居住的年轻人和老年人中使用PID-5-INC,并指出在自我报告问卷中加入效度量表的重要性。
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引用次数: 0
Efficient Measurement of Global Human Identification and Citizenship – Is One Item Sufficient? 全球人类身份和公民身份的有效衡量——一个项目足够吗?
3区 心理学 Pub Date : 2023-11-06 DOI: 10.1027/1015-5759/a000801
Philipp Geisen, Friedemann Trutzenberg, Michael Eid
Abstract: To address the complexity of global challenges (e.g., migration, climate change), research must examine many constructs and their interrelationships. Therefore, efficient assessment methods (e.g., short scales) are required, especially when constructing large-scale social surveys. A widely used instrument for assessing global identification as an important predictor of behavior related to coping with global challenges is the Identification With All Humanity (IWAH) scale ( McFarland et al., 2012 ). With the present study, we aimed to investigate whether this scale can be sufficiently represented by a single item. Using bifactor-(S*I − 1) models, we analyzed whether one item from the scale itself (Item 5) and a related single-item measure from the World Values Survey (WVS; Inglehart et al., 2018 ) could adequately represent a German version of the IWAH scale. The sample ( n = 1,369) was representative of the German population regarding age, gender, income, education, and region of residence. Item 5 showed an appropriate single-item reliability (.82) and represented 64–93% of the true variance in the individual IWAH items, whereas the WVS item (Rel( Y WVS ) = .61) represented 52–81%. To reflect the multidimensionality of the IWAH, a 4-item short scale is recommended.
摘要:为了解决全球挑战的复杂性(如移民、气候变化),研究必须考察许多结构及其相互关系。因此,需要有效的评估方法(如短量表),特别是在构建大规模社会调查时。作为应对全球挑战相关行为的重要预测因素,广泛使用的评估全球认同的工具是全人类认同(IWAH)量表(McFarland et al., 2012)。在本研究中,我们的目的是调查这个量表是否可以充分地代表一个单一的项目。使用双因子-(S*I−1)模型,我们分析了来自量表本身的一个项目(项目5)和来自世界价值观调查(WVS;Inglehart等人,2018)可以充分代表德国版的IWAH量表。样本(n = 1369)在年龄、性别、收入、教育程度和居住地区方面代表了德国人口。项目5显示出适当的单项信度(.82),代表了IWAH单项真实方差的64-93%,而WVS项目(Rel(Y WVS) = .61)代表了52-81%。为了反映IWAH的多维度,建议使用4项短量表。
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引用次数: 0
Exploring the Validity of the Work Preferences Questionnaire 工作偏好问卷的效度探讨
3区 心理学 Pub Date : 2023-11-06 DOI: 10.1027/1015-5759/a000799
Alina N. Stamate, Pascale L. Denis
Abstract: This study aimed was to develop and validate a new instrument called the Work Preferences Questionnaire (WPQ) to measure individuals’ preferences for work characteristics that are relevant to today’s work environment. A multi-step approach and two samples were used to develop and validate the WPQ across various industries. In the first study, a group of experts developed a bank of items that were then administered to 984 workers. Exploratory factor analysis revealed a nine-factor structure with good internal consistency. In the second study, an independent sample of 687 workers was used to confirm the factorial structure and highlight the distinctness of the work preference dimensions. The study found small mean differences in interindividual preference scores based on age and confirmed data equivalence between gender and education level. The WPQ addresses limitations of existing measures by focusing on a narrow set of work preferences that are highly relevant in the current work environment and includes modern aspects such as teleworking and work-life balance. The WPQ promises to be an effective tool for research and human resources practices, enabling individuals and organizations to better understand work preferences and make informed decisions about work design and personnel selection.
摘要:本研究旨在开发并验证一种名为工作偏好问卷(WPQ)的新工具,以衡量个人对与当今工作环境相关的工作特征的偏好。我们使用多步骤方法和两个样本来开发和验证不同行业的WPQ。在第一项研究中,一组专家开发了一个项目库,然后对984名工人进行了管理。探索性因子分析显示,九因子结构具有良好的内部一致性。在第二项研究中,我们使用了一个687名工人的独立样本来确认因子结构,并突出了工作偏好维度的独特性。研究发现,基于年龄的个体间偏好得分的平均差异很小,并证实了性别和教育水平之间的数据等效性。WPQ通过关注与当前工作环境高度相关的一组狭窄的工作偏好,并包括远程工作和工作与生活平衡等现代方面,解决了现有措施的局限性。WPQ有望成为研究和人力资源实践的有效工具,使个人和组织能够更好地了解工作偏好,并在工作设计和人员选择方面做出明智的决策。
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引用次数: 0
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European Journal of Psychological Assessment
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