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Unraveling the Most Important Predictors of Eudaimonic and Hedonic Well-Being in Korean Adults: A Machine Learning Approach 揭示韩国成年人幸福感和快乐感的最重要预测因素:机器学习方法
IF 4.6 2区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-08-22 DOI: 10.1007/s10902-024-00792-1
Mina Jyung, Sung-Ha Lee, Incheol Choi

The quest to unravel what contributes to happiness continues to captivate interest in both everyday experiences and academic discourse. Nonetheless, empirical research on the relative importance of possible candidates and their associations with two key aspects of well-being—eudaimonia (the good life) and hedonia (pleasure)—is limited. This study addresses this gap by exploring the relative strength of 32 predictors from multiple domains on psychological well-being (PWB) and subjective well-being (SWB). Using a machine learning approach on a dataset of 559 Korean adults, we identified distinct primary determinants for each well-being aspect. For PWB, meaning in life, self-esteem, and essentialist beliefs about happiness emerged as the strongest predictors requiring careful consideration. For SWB, depressive symptoms, subjective socioeconomic status, and emotional stability were salient predictors. Our findings highlight potential cultural nuances in the prioritization of happiness and offer valuable insights for policymakers and decision-makers in tailoring interventions and strategies to optimize individual well-being.

无论是在日常生活中还是在学术讨论中,人们都在不断探索幸福的要素。然而,关于可能的候选因素的相对重要性及其与幸福感的两个关键方面--"幸福感"(美好生活)和 "快乐"(愉悦)--的关联的实证研究却十分有限。本研究针对这一空白,从多个领域探讨了 32 个预测因子对心理幸福感(PWB)和主观幸福感(SWB)的相对影响。通过对 559 名韩国成年人的数据集进行机器学习,我们确定了每个幸福感方面的不同主要决定因素。在主观幸福感方面,生活意义、自尊和对幸福的本质主义信念是最强有力的预测因素,需要仔细考虑。而对于 SWB 而言,抑郁症状、主观社会经济地位和情绪稳定性则是突出的预测因素。我们的研究结果凸显了在幸福的优先排序方面可能存在的文化差异,并为政策制定者和决策者提供了有价值的见解,帮助他们量身定制干预措施和战略,以优化个人福祉。
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引用次数: 0
Regaining Mental Well-Being in the Aftermath of the Covid-19 Pandemic with a Digital Multicomponent Positive Psychology Intervention: A Randomized Controlled Trial 通过数字化多成分积极心理学干预,在 Covid-19 大流行后恢复心理健康:随机对照试验
IF 4.6 2区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-08-22 DOI: 10.1007/s10902-024-00793-0
Kim J. M. Tönis, Jannis T. Kraiss, Constance H. C. Drossaert, Joyce Karreman, Miriam S. D. Oostinga, Noortje Kloos, Judith Austin, Ernst T. Bohlmeijer

This randomized controlled trial evaluated the effectiveness of a 3-week multicomponent positive psychology self-help application on ability to adapt and mental well-being in the following the Covid-19 pandemic in adults with mild to moderate anxiety and depression levels. Outcomes were assessed online at baseline, posttest (three weeks after baseline), and follow-up (12 weeks after baseline). The intervention group (n = 118) received the application after baseline, whereas the control group (n = 116) received the app after completing posttest. Linear mixed models showed significant effects on ability to adapt, mental well-being, anxiety, depression, spiritual well-being, and self-compassion at post-test compared to the control condition (d = 0.56–0.96). Effects in the intervention group were maintained at follow-up. Results suggest that a multicomponent positive psychology self-help application can support adults with distress to recover after a psychologically disruptive pandemic.

Clinical Trial Registration

ClinicalTrials.gov (NCT05292560).

这项随机对照试验评估了为期 3 周的多成分积极心理学自助应用程序对焦虑和抑郁程度为轻度至中度的成年人在 Covid-19 大流行后的适应能力和心理健康的影响。结果在基线、后测试(基线后三周)和随访(基线后 12 周)时进行在线评估。干预组(n = 118)在基线后收到应用程序,而对照组(n = 116)在完成后测后收到应用程序。线性混合模型显示,与对照组相比,干预组在测试后的适应能力、心理健康、焦虑、抑郁、精神健康和自我同情方面有明显效果(d = 0.56-0.96)。干预组的效果在随访中得以保持。结果表明,一种多成分积极心理学自助应用程序可以帮助有心理困扰的成年人在大流行病后恢复健康。临床试验注册 ClinicalTrials.gov (NCT05292560)。
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引用次数: 0
Are Psychologically Rich Lives Good Lives? 心理丰富的人生是好人生吗?
IF 4.6 2区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-08-22 DOI: 10.1007/s10902-024-00783-2
Scott M. James

Recent experimental findings suggest that a life full of interesting, challenging, and emotionally heightened experiences—what psychologists now refer to as psychologically rich experiences—is valued, not for the happiness it produces (if any) or the sense of meaning it might bestow on our lives, but for its own sake. A psychologically rich life is, as Besser, L., & Oishi, S. (2020). The psychologically rich life. Philosophical Psychology, 33, 1053–1071.) argue, “valuable and choice-worthy on its own,” independent of its relations to other conceptions of prudential value. The hypothesis then represents an implicit challenge to traditional conceptions of well-being, like hedonism, desire satisfaction theory, and even some forms of objective list theory, since such theories deny that psychological richness is “fundamentally” valuable. Since the authors ground their hypothesis on the empirical data, it should be the case that the data indicate that respondents deny that the value they assign to psychological richness rests on its relation to all plausible conceptions of well-being. The data, I argue, do not show this. Moreover, the term ‘experience’—as it figures in the experimental design—is ambiguous. Consequently, we cannot (yet) determine if the objects of respondents’ judgments refer to their psychological reactions to events or the events themselves.

最近的实验结果表明,充满有趣、挑战和情感高度体验的生活--心理学家现在称之为丰富的心理体验--是有价值的,不是因为它能产生幸福感(如果有的话),也不是因为它能赋予我们生活意义,而是因为它本身。正如 Besser, L., & Oishi, S. (2020).心理丰富的生活。Philosophical Psychology, 33, 1053-1071.)认为,"它本身是有价值和值得选择的",与其他审慎价值概念的关系无关。因此,该假说是对传统幸福观的隐含挑战,如享乐主义、欲望满足理论,甚至是某些形式的客观清单理论,因为这些理论否认心理丰富性 "从根本上 "是有价值的。既然作者的假设是建立在经验数据的基础上,那么数据就应该表明,受访者否认他们赋予心理丰富性的价值是基于其与所有合理的幸福概念之间的关系。我认为,数据并没有表明这一点。此外,"体验 "一词--因为它出现在实验设计中--是模棱两可的。因此,我们(目前)还无法确定受访者的判断对象是指他们对事件的心理反应还是事件本身。
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引用次数: 0
Subjective Well-Being of Chief Executive Officers and Its Impact on Stock Market Volatility During the COVID-19 Pandemic in Poland: Agent-Based Model Perspective 波兰 COVID-19 大流行期间首席执行官的主观幸福感及其对股市波动的影响:基于代理模型的视角
IF 4.6 2区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-08-22 DOI: 10.1007/s10902-024-00800-4
Marcin Rzeszutek, Jorgen Vitting Andersen, Adam Szyszka, Szymon Talaga

This study aimed to connect the behavioral corporate finance perspective (micro level) with complexity theory via agent-based modeling to analyze the impact of selected psychological factors of chief executive officers (CEOs) on stock market volatility (macro level). Specifically, we wanted to explore whether Polish CEOs’ subjective well-being (SWB) influenced their managerial decisions during the COVID-19 pandemic and how it might be related to the volatility of stock prices during this critical period in Poland. Our study was based on a survey of Polish CEOs who managed companies listed on the Warsaw Stock Exchange. In particular, 255 CEOs completed the Satisfaction with Life Scale, the Positive and Negative Affect Scale, and a business survey on the impact of the COVID-19 pandemic on company management. Using the results of this survey, we built an agent-based model to investigate how CEOs’ decision-making, stemming from their SWB levels, influences the perception of prices by individual traders and, in turn, how it is translated into aggregate stock market volatility. The results indicate the pathways through which the microscopic-level SWB of CEOs influences market price formation at a macroscopic level. The findings obtained from our model may shed new light on the rational expectations theory applied to stock market volatility during the financial crisis.

本研究旨在通过基于代理的建模,将行为公司财务视角(微观层面)与复杂性理论联系起来,分析首席执行官(CEO)的特定心理因素对股市波动(宏观层面)的影响。具体而言,我们希望探讨在 COVID-19 大流行期间,波兰首席执行官的主观幸福感(SWB)是否会影响他们的管理决策,以及主观幸福感与波兰在这一关键时期的股票价格波动之间的关系。我们的研究基于对波兰华沙证券交易所上市公司首席执行官的调查。其中,255 名首席执行官完成了生活满意度量表、积极和消极情绪量表以及关于 COVID-19 大流行病对公司管理影响的商业调查。利用调查结果,我们建立了一个基于代理的模型,研究首席执行官的决策(源于其 SWB 水平)如何影响个体交易者对价格的感知,进而如何将其转化为股市的总体波动。研究结果表明了首席执行官微观层面的 SWB 影响宏观层面的市场价格形成的途径。我们的模型所得出的结论可以为金融危机期间应用于股市波动的理性预期理论提供新的启示。
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引用次数: 0
Social Comparisons Under Pandemic Stress: Income Reference Groups, Comparison Patterns, and the Subjective Well-Being of German Students 大流行病压力下的社会比较:德国学生的收入参照群体、比较模式和主观幸福感
IF 4.6 2区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-08-20 DOI: 10.1007/s10902-024-00790-3
Antje Jantsch, Gertrud Buchenrieder, Thomas Dufhues, Judith Möllers

People use social comparisons to reduce uncertainty when facing new or stressful situations. This study explores how a stressful experience, the COVID-19 pandemic, changed how people compare their income. It relates these changes to subjective well-being (SWB). We use a repeated cross-sectional dataset of students at two German universities from before and during the pandemic. A novel survey instrument is employed to identify individualized reference groups used for income comparison and to analyze whether the comparison pattern changed. Our results reveal that, while there was little change in the size of the reference groups, there was some difference in the group composition. During the pandemic, survey respondents were more likely to select two types of individuals into their reference groups: relatives and people they only knew from social media. Income comparisons were beginning to have a negative association with SWB, while the relation had been positive before the pandemic. Moreover, upward income comparisons increased.

人们在面对新情况或压力时,会通过社会比较来减少不确定性。本研究探讨了 COVID-19 大流行这一压力经历如何改变了人们比较收入的方式。研究将这些变化与主观幸福感(SWB)联系起来。我们使用了德国两所大学学生在大流行之前和期间的重复横截面数据集。我们采用了一种新颖的调查工具来确定用于收入比较的个性化参照群体,并分析比较模式是否发生了变化。我们的结果表明,虽然参照群体的规模变化不大,但群体构成却有一些差异。在大流行病期间,调查对象更倾向于选择两类人作为参照群体:亲戚和只在社交媒体上认识的人。收入比较开始与 SWB 呈负相关,而在大流行之前,这种关系一直是正的。此外,向上的收入比较有所增加。
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引用次数: 0
A Cross-Cultural Evaluation of Diener’s Tripartite Model of Subjective Well-Being Across 16 Countries 对 16 个国家的迪纳主观幸福感三方模型进行跨文化评估
IF 4.6 2区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-08-12 DOI: 10.1007/s10902-024-00781-4
Veljko Jovanović, Maksim Rudnev, Christ Billy Aryanto, Beatrice Adriana Balgiu, Corrado Caudek, Jesus Alfonso D. Datu, Tharina Guse, Theodoros Kyriazos, Louise Lambert, Krishna Kumar Mishra, Rogelio Puente-Díaz, Sean P. M. Rice, Kamlesh Singh, Katsunori Sumi, Kwok Kit Tong, Saad Yaaqeib, Murat Yıldırım, Gaja Zager Kocjan, Magdalena Żemojtel-Piotrowska

Subjective well-being (SWB) is a multidimensional construct with three components (i.e., life satisfaction, positive affect, and negative affect) comprising the tripartite model. Yet, despite numerous studies in the field of SWB, the cross-cultural validity of the tripartite structure is still largely unknown. The present study evaluated competing models of SWB’s structure across 16 countries (N = 8860 undergraduate students; age range = 18–29 years; 63.6% female) and examined its measurement invariance using both exact and approximate approaches. The exploratory structural equation model (ESEM) of tripartite SWB that allowed small cross-loadings provided the best fit to the data in the majority of countries, and it demonstrated a high level of approximate invariance, which allows for a comparison of means across countries. A bifactor model with an omitted Positive Affect factor also fit well in all samples making the measurement of the general SWB possible; however, it was less robust for cross-cultural comparisons. The correlations between the three latent SWB factors were consistent across most countries, with a few meaningful exceptions. We conclude that ESEM model represents the tripartite structure of SWB robustly both within and across countries.

主观幸福感(SWB)是一个多维度的概念,其三个组成部分(即生活满意度、积极情感和消极情感)构成了三方模型。然而,尽管在主观幸福感领域开展了大量研究,但三方结构的跨文化有效性在很大程度上仍不为人所知。本研究评估了 16 个国家(人数=8860 名本科生;年龄范围=18-29 岁;63.6% 为女性)的 SWB 结构竞争模型,并使用精确和近似方法检验了其测量不变性。允许小交叉负荷的三方 SWB 探索性结构方程模型(ESEM)与大多数国家的数据拟合得最好,而且表现出较高的近似不变性,从而可以比较不同国家的平均值。在所有样本中,包含一个被省略的积极情感因子的双因子模型的拟合度也很高,从而使一般 SWB 的测量成为可能;但是,在进行跨文化比较时,该模型的稳健性较差。三个潜在 SWB 因子之间的相关性在大多数国家都是一致的,只有少数国家例外。我们的结论是,ESEM 模型在国家内部和国家之间都能稳健地代表 SWB 的三方结构。
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引用次数: 0
The Impact of Answer Scale Orientation on the Measurement of Life Satisfaction 答案量表导向对生活满意度测量的影响
IF 4.6 2区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-08-09 DOI: 10.1007/s10902-024-00798-9
Fabienne Wöhner, Axel Franzen

In national and international surveys, life satisfaction is often measured by a single item. However, there is a lot of debate in survey research about whether rating scales should be ordered in an ascending order (from negative to positive) or a descending order (from positive to negative). We investigate the effect of scale orientation by randomly assigning both versions in an online survey (N = 3,138). The average reported life satisfaction is 0.7 points lower when the descending version of an 11-point scale is used, as compared to the ascending scale (p < 0.001). We further test the construct validity by correlating each version of the response scales with other measures related to life satisfaction (e.g. happiness, depressive mood, and physical health). Generally speaking, the correlations of the ascending scale are significantly stronger as compared to the descending scale, indicating higher validity. Moreover, we investigate the impact of horizontal versus vertical presentations of the 11-point life satisfaction answer scale. Our results indicate that there are no statistically significant differences between horizontally and vertically presented response scales. We conclude that the order of response scales should be chosen carefully, as it affects the measurement of life satisfaction. Overall, our results suggest using an ascending life satisfaction scale.

在国内和国际调查中,生活满意度通常用一个项目来衡量。然而,在调查研究中,关于评分量表应按升序(从负面到正面)还是降序(从正面到负面)排列的争论很多。我们通过在一项在线调查(N = 3,138)中随机分配两种版本的量表来研究量表取向的影响。与升序量表相比,当使用 11 分量表的降序版本时,报告的平均生活满意度要低 0.7 分(p <0.001)。我们通过将各版本的反应量表与其他与生活满意度相关的测量指标(如幸福感、抑郁情绪和身体健康)进行相关性分析,进一步检验了构建效度。一般来说,升序量表的相关性明显强于降序量表,这表明其有效性更高。此外,我们还研究了 11 点生活满意度答案量表的横向和纵向呈现方式的影响。结果表明,横向和纵向呈现的答题量表在统计上没有显著差异。我们的结论是,应谨慎选择答卷的顺序,因为它会影响生活满意度的测量。总体而言,我们的结果建议使用升序生活满意度量表。
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引用次数: 0
Personal Growth Initiative: Relation to Coping Styles, Strategies, and Self-Efficacy 个人成长倡议:与应对方式、策略和自我效能的关系
IF 4.6 2区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-08-09 DOI: 10.1007/s10902-024-00782-3
Ingrid K. Weigold, Arne Weigold, Stephanie A. Dykema, Naomi M. Drakeford, Emily T. Ethridge

Personal growth initiative (PGI) refers to active and intentional participation in the growth process. PGI includes behavioral and cognitive skills and attitudes that are captured by four factors: Readiness for Change, Planfulness, Using Resources, and Intentional Behavior. There is substantial evidence supporting the positive relations between PGI and various domains of well-being. However, a lack of nuance regarding how the four facets of PGI differentially relate to other aspects of optimal functioning, such as coping, persists. Additionally, PGI has been theoretically tied to coping, but there is limited empirical evidence substantiating this link. Thus, the current study examined the relations between PGI and coping styles, strategies, and self-efficacy in a sample of 789 college students through a series of three canonical correlations. The findings indicated different combinations of the four aspects of PGI related significantly to 13 coping styles, three coping strategies, and three forms of coping self-efficacy. These findings have implications for both the theory and operationalization of PGI, such as the viability of the four separate aspects of PGI, as well as for the application of PGI and coping in college settings, including the development of trainings to increase PGI and adaptive aspects of coping.

个人成长主动性(PGI)是指积极主动地参与成长过程。个人成长主动性包括行为和认知技能以及态度,由四个因素构成:个人成长主动性(PGI)包括行为和认知技能与态度,这四个因素分别是:为改变做好准备、有计划性、利用资源和有意行为。有大量证据表明,PGI 与幸福感的各个领域之间存在积极关系。然而,PGI 的四个方面与最佳功能的其他方面(如应对)之间的不同关系仍然缺乏细微差别。此外,PGI 在理论上与应对息息相关,但证实这种联系的实证证据却很有限。因此,本研究通过一系列的三个典型相关关系,对 789 名大学生样本中的 PGI 与应对方式、策略和自我效能之间的关系进行了研究。研究结果表明,PGI 的四个方面的不同组合与 13 种应对方式、3 种应对策略和 3 种应对自我效能感有显著关系。这些发现对 PGI 的理论和操作(如 PGI 四个独立方面的可行性)以及 PGI 和应对在大学环境中的应用(包括开发培训以提高 PGI 和应对的适应性方面)都有影响。
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引用次数: 0
Enhancing Relationship Quality through Behavioral-Based Appreciation of Romantic Partner’s Character Strengths 通过以行为为基础欣赏恋爱伴侣的性格优势来提高关系质量
IF 4.6 2区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-08-09 DOI: 10.1007/s10902-024-00784-1
Hadassah Littman-Ovadia, Ma’ayan Klein

Recognizing strengths in romantic partners is associated with relationship quality. However, is mere recognition sufficient, or does genuine appreciation play a more pivotal role? We address this question in a mixed-methods study comprising 90 heterosexual couples, randomly allocated into one of three groups: (1) intervention: six weekly 20-minute sessions of mutual appreciation of partners’ strengths used during the week; (2) placebo control: six weekly sessions focused on mutual sharing of paired interactions, and (3) no-treatment control. Participants completed questionnaires measuring marital satisfaction and burnout before, immediately following, and a month following the 6-week intervention. Additionally, before and after the intervention, participants rated two perceptions of partner strengths: (1) the benefits (the utility and effectiveness associated with their use) and (2) the costs (potential drawbacks of their use). The main analyses showed no significant effect of the intervention. However, a non-significant trend was observed among women, but not men, in the intervention group between the initial and post-intervention evaluations of benefits. Qualitative analysis revealed that compared with men, women were significantly more attributed with strengths of social intelligence and love and were nearly twice as likely as men to express appreciation for their partners’ strengths-based behaviors directed toward them. Whether due to women being more attuned to these actions or men being more inclined to demonstrate strengths to their wives, women reported accruing greater benefits from their partners’ strengths than men. Overall, this study emphasizes the contribution of behavioral-based appreciation for the partner’s strengths in enhancing relationship quality, particularly for women.

承认恋人的优点与关系质量有关。然而,仅仅认可就够了吗,还是真正的欣赏起到了更关键的作用?我们在一项混合方法研究中探讨了这一问题,该研究由 90 对异性恋夫妇组成,他们被随机分配到三组中的一组:(1) 干预组:每周六次,每次 20 分钟,在一周内相互欣赏伴侣的优点;(2) 安慰剂对照组:每周六次,重点是相互分享配对互动;(3) 无治疗对照组。参与者在接受为期 6 周的干预之前、之后和一个月内填写了调查问卷,以测量婚姻满意度和职业倦怠。此外,在干预前后,参与者还对伴侣力量的两种看法进行了评分:(1)益处(使用伴侣力量的效用和效果)和(2)代价(使用伴侣力量的潜在缺点)。主要分析结果显示,干预措施没有产生显著效果。不过,在最初和干预后的益处评估中,干预组的女性(而非男性)出现了不明显的趋势。定性分析显示,与男性相比,女性对社交智能和爱的优势的认同度明显更高,对伴侣针对她们的优势行为表示赞赏的可能性几乎是男性的两倍。无论是因为女性更关注这些行为,还是因为男性更倾向于向妻子展示自己的优势,女性都表示从伴侣的优势中获得了比男性更多的益处。总之,这项研究强调了基于行为的对伴侣优点的欣赏在提高关系质量方面的贡献,尤其是对女性而言。
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引用次数: 0
Predictive Power of Positive Mental Health: A Scoping Review 积极心理健康的预测力:范围审查
IF 4.6 2区 心理学 Q1 PSYCHOLOGY, MULTIDISCIPLINARY Pub Date : 2024-08-09 DOI: 10.1007/s10902-024-00788-x
Jürgen Margraf, Tobias Teismann, Julia Brailovskaia

Positive mental health (PMH) has been shown to be of great importance to adaptive functioning. The aim of this article is to review the literature on PMH as assessed with the PMH-Scale. A literature search identified 85 articles that were published between 2007 and 2023 on PMH as assessed with the PMH-Scale. The identified articles focus on seven thematic areas: (1) psychometric studies; (2) sociodemographic factors; (3) mental disorders; (4) suicidality; (5) coronavirus disease 2019 (COVID-19); (6) influencing factors; (7) treatment. The findings support the predictive power of PMH regarding the cross-cultural course of psychopathology/mental disorders as well as health-related behavior and healthy development. Results on PMH are comparable across cross-sectional and longitudinal studies. The significance of these findings is limited by the fact that only few studies involving experimental manipulation of PMH have been carried out. The present findings emphasize the importance of PMH at the individual and collective level, as well as the urgent need to make PMH part of the routine assessment of mental health in addition to variables of psychopathology.

积极心理健康(PMH)已被证明对适应功能具有重要意义。本文旨在回顾有关用积极心理健康量表评估积极心理健康的文献。通过文献检索,我们找到了2007年至2023年期间发表的85篇关于用PMH量表评估PMH的文章。所发现的文章主要集中在七个主题领域:(1)心理测量研究;(2)社会人口因素;(3)精神障碍;(4)自杀倾向;(5)2019年冠状病毒疾病(COVID-19);(6)影响因素;(7)治疗。研究结果支持 PMH 对精神病理学/精神障碍以及健康相关行为和健康发展的跨文化过程的预测能力。有关 PMH 的结果在横断面研究和纵向研究中具有可比性。这些研究结果的意义受到一个事实的限制,即只有少数研究涉及对 PMH 的实验操作。本研究结果强调了 PMH 在个人和集体层面的重要性,以及除了心理病理学变量之外,将 PMH 作为心理健康常规评估一部分的迫切需要。
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引用次数: 0
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