Japanese Psychological Research最新文献

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Associations of the Level and Instability of Self-Esteem with Help-Seeking in Japanese Older Adults 日本老年人自尊水平和不稳定性与求助的关系
IF 0.8 4区 心理学
Japanese Psychological Research Pub Date : 2025-11-30 DOI: 10.1111/jpr.70012
Jun Nakahara
{"title":"Associations of the Level and Instability of Self-Esteem with Help-Seeking in Japanese Older Adults","authors":"Jun Nakahara","doi":"10.1111/jpr.70012","DOIUrl":"https://doi.org/10.1111/jpr.70012","url":null,"abstract":"<p>Some older adults do not seek or may even refuse help when it is available and needed. To explore the psychological basis of this phenomenon, this study examined both the level and instability of self-esteem and their association with help-seeking. Data were obtained from 140 older adults aged 65 years and older through a 1-week diary survey using an experience sampling method. Finally, 134 individuals (<i>M</i><sub>age</sub> = 73.84 years, <i>SD</i><sub>age</sub> = 6.57 years; 70 females) were analyzed. Multiple regression analysis revealed that older adults with low self-esteem and high instability exhibited increased help-seeking toward family members when all participants were included in the analysis. However, when individuals with outlier values for help-seeking were excluded, the relationships between self-esteem and help-seeking were no longer statistically significant. These results are discussed in relation to the characteristics of older adults and the validity of the help-seeking indicators used.</p>","PeriodicalId":46699,"journal":{"name":"Japanese Psychological Research","volume":"68 1","pages":"107-116"},"PeriodicalIF":0.8,"publicationDate":"2025-11-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/jpr.70012","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145891119","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Do People With Lower Psychological Health Status Have a More Variable Self-Concept? Analyzing Experience Sampling Data With a Mixed-Effects Location-Scale Model 心理健康状况越差的人自我概念变化越大吗?用混合效应位置尺度模型分析经验抽样数据
IF 0.8 4区 心理学
Japanese Psychological Research Pub Date : 2025-11-21 DOI: 10.1111/jpr.70000
Osamu Fukushima
{"title":"Do People With Lower Psychological Health Status Have a More Variable Self-Concept? Analyzing Experience Sampling Data With a Mixed-Effects Location-Scale Model","authors":"Osamu Fukushima","doi":"10.1111/jpr.70000","DOIUrl":"https://doi.org/10.1111/jpr.70000","url":null,"abstract":"<p>While unstable and confused self-concepts have been linked to poorer psychological health, less attention has been paid to the reverse direction—namely, whether poorer psychological health contributes to self-concept instability. To address this question, three experience sampling studies were conducted in which university students rated their self-concept approximately every 2–3 days. Variability in self-concept was analyzed using a mixed-effects location-scale model, with both the mean and within-person variance as outcomes. In Study 1, self-concept was assessed using trait-descriptive adjectives, and principal component analysis yielded two evaluative components. Lower psychological health, measured by the General Health Questionnaire (GHQ), was associated with greater variability in both components, even after controlling for self-esteem, social acceptance/rejection, and relational context. Study 2, using the Ten-Item Personality Inventory, replicated this effect for the evaluative component of the Big Five, but not for the descriptive one. Study 3, using a similar method, replicated the findings from Study 2 and additionally showed a GHQ effect on variability in the descriptive component. These results suggest that poor psychological health may contribute to self-concept instability and highlight challenges in distinguishing genuine self-concept variability from measurement error.</p>","PeriodicalId":46699,"journal":{"name":"Japanese Psychological Research","volume":"68 1","pages":"7-31"},"PeriodicalIF":0.8,"publicationDate":"2025-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/jpr.70000","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145887377","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
How Do Implicit Theories of Mind Wandering Relate to Mind Wandering as Experienced in Everyday Life? 内隐走神理论与日常生活中的走神有何关联?
IF 0.8 4区 心理学
Japanese Psychological Research Pub Date : 2025-11-16 DOI: 10.1111/jpr.70010
Yosuke Hattori, Masanori Kobayashi, Noboru Matsumoto, Jun Kawaguchi
{"title":"How Do Implicit Theories of Mind Wandering Relate to Mind Wandering as Experienced in Everyday Life?","authors":"Yosuke Hattori,&nbsp;Masanori Kobayashi,&nbsp;Noboru Matsumoto,&nbsp;Jun Kawaguchi","doi":"10.1111/jpr.70010","DOIUrl":"https://doi.org/10.1111/jpr.70010","url":null,"abstract":"<p>Studies have revealed that differences in individuals' beliefs about the extent to which mind wandering is controllable (implicit theories of mind wandering) affect the frequency and intensity of emotional responses to mind wandering. However, these associations were observed only when frequency and emotional intensity were assessed using a self-rating scale that asked participants to recall experiences in their daily lives. This study used a smartphone-based experience sampling method to measure the frequency of mind wandering and emotional intensity in everyday life. It examined the relationships between implicit theories of mind wandering, frequency of mind wandering, and emotional intensity. In the pre-survey, participants completed the Japanese version of the Theories of Mind Wandering (TOMW) Scale, which assesses implicit theories of mind wandering. The main survey was conducted the next day, in which participants received eight signals on their registered LINE accounts. Upon receiving the signal, participants answered questions about the frequency of mind wandering and emotional intensity. The results of the multilevel correlation analysis revealed no significant correlation between the TOMW score and the two measures of the frequency of mind wandering. However, the TOMW score positively correlated with the measures of emotional intensity experienced immediately after mind wandering episodes. These results suggest that implicit theories of mind wandering intensify resistance to mind wandering; implications for future research have been discussed.</p>","PeriodicalId":46699,"journal":{"name":"Japanese Psychological Research","volume":"68 1","pages":"131-141"},"PeriodicalIF":0.8,"publicationDate":"2025-11-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/jpr.70010","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145887489","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Japanese Psychological Research 日本心理学研究
IF 0.8 4区 心理学
Japanese Psychological Research Pub Date : 2025-10-01 DOI: 10.1111/jpr.12614
{"title":"Japanese Psychological Research","authors":"","doi":"10.1111/jpr.12614","DOIUrl":"https://doi.org/10.1111/jpr.12614","url":null,"abstract":"&lt;p&gt;&lt;b&gt;Volume 67&lt;/b&gt;&lt;/p&gt;&lt;p&gt;&lt;b&gt;Original Article&lt;/b&gt;&lt;/p&gt;&lt;p&gt;Gherghel C. &lt;i&gt;Inferred Social Expectations are Linked to Prosocial Effort in Teamwork in Japan but not in the United States&lt;/i&gt; 399&lt;/p&gt;&lt;p&gt;Horita Y. and Yamazaki M. &lt;i&gt;Generalized Trust Rather than Perception of Relational Mobility Correlates with Nominating Close Friends in a Social Network&lt;/i&gt; 272&lt;/p&gt;&lt;p&gt;Imai T. &lt;i&gt;A Double-Edged Sword: Protective and Harmful Effects of International Students’ Group Identification&lt;/i&gt; 370&lt;/p&gt;&lt;p&gt;Kang R.N., Tanaka Y., Sato T., Maeda S. and Shimada H. &lt;i&gt;The Development of a Japanese Version of the State Cognitive Fusion Questionnaire&lt;/i&gt; 311&lt;/p&gt;&lt;p&gt;Kao D.T., Yu A.P.−I. and Lee C.−F. &lt;i&gt;Impact of Message Construal, Temporal Distance, and Construal Level on Potential Philanthropic Supporters&lt;/i&gt;’ &lt;i&gt;Intentions to Donate&lt;/i&gt; 62&lt;/p&gt;&lt;p&gt;Koga Y., Kawano K. and Kawashima D. &lt;i&gt;Does Video Game Play Elevate Suicide Risk? A Cross-sectional Study of Japanese Young Adults&lt;/i&gt; 49&lt;/p&gt;&lt;p&gt;Lee A., Park E. and Jo H. &lt;i&gt;Social Comparison Concerns and Competitive Attitudes of North Korean Refugees and South Koreans: Measurement Invariance and Latent Mean Differences&lt;/i&gt; 450&lt;/p&gt;&lt;p&gt;Machida M., Tanobe K., Lee S.K., Hara S., Kumano H. and Tayama J. &lt;i&gt;Development and Validation of the Cognitive Attentional Syndrome Scale 1 Revised&lt;/i&gt;–&lt;i&gt;Japanese Version&lt;/i&gt; 260&lt;/p&gt;&lt;p&gt;Matsui T., Hirai K., Shokoji M., Nagatsuka M. and Tokuyama M. &lt;i&gt;Changes in Social Relationships after Participation in a Group Intervention for Japanese Patients with Cancer: A Qualitative Study&lt;/i&gt; 357&lt;/p&gt;&lt;p&gt;Noda S., Nishiuchi M. and Shirotsuki K. &lt;i&gt;Awareness and Acceptance in Anxiety-Provoking Social Situations and Social Anxiety: Development and Initial Validation of the Social Anxiety-Awareness and Acceptance Scale&lt;/i&gt; 284&lt;/p&gt;&lt;p&gt;Nonami H., Sakamoto G., Ohtomo S., Tashiro Y., Aoki T. and Oba K. &lt;i&gt;Roles of Moral Foundations and Empathic Concern on Rights of Public Decision-Making for Geological Disposal Facilities: Why is it Self-evident that&lt;/i&gt; “&lt;i&gt;the Concerned Party should be the Decision-Maker” in the Context of NIMBY Facilities?&lt;/i&gt; 423&lt;/p&gt;&lt;p&gt;Oguni R. and Otake K. &lt;i&gt;How Does Gratitude Promote Prosocial Behavior? Developmental Differences in the Underlying Motivation&lt;/i&gt; 24&lt;/p&gt;&lt;p&gt;Omizu T. and Kunisato Y. &lt;i&gt;Exploring Effective Intervention Strategies for Depression as a Complex System: Targeted Interventions Through Network Simulations&lt;/i&gt; 147&lt;/p&gt;&lt;p&gt;Ono S., Sueki H., Nakahara T., Takahashi A., Koda A., Sakai A., Saito M. and Ito J. &lt;i&gt;Upstream Approaches for Suicide Prevention Using Search-Based Advertising: A Pilot Study&lt;/i&gt; 208&lt;/p&gt;&lt;p&gt;Otsuka K. and Miyatani M. &lt;i&gt;Measurement Invariance of Working Memory Factors Across Younger and Older Adults&lt;/i&gt; 35&lt;/p&gt;&lt;p&gt;Sasaki Y., Oe Y., Horikoshi M. and Rimes K. &lt;i&gt;Development of the Japanese Version of the Beliefs about Emotions Scale&lt;/i&gt; 1&lt;/p&gt;&lt;p&gt;Sugawara D., Mizuno M.,Tani S., Fukiya K. and Sato J. &lt;i&gt;Relationship Between Self-Compassion and Turnover Intention Among Earl","PeriodicalId":46699,"journal":{"name":"Japanese Psychological Research","volume":"67 4","pages":"484-486"},"PeriodicalIF":0.8,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/jpr.12614","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145196326","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Understanding Individual Personality Structures Through Idiographic Factor Analysis and Network Models 通过具体因素分析和网络模型理解个体的人格结构
IF 0.8 4区 心理学
Japanese Psychological Research Pub Date : 2025-09-11 DOI: 10.1111/jpr.12604
Tadahiro Shimotsukasa, Takahiro Mieda
{"title":"Understanding Individual Personality Structures Through Idiographic Factor Analysis and Network Models","authors":"Tadahiro Shimotsukasa,&nbsp;Takahiro Mieda","doi":"10.1111/jpr.12604","DOIUrl":"https://doi.org/10.1111/jpr.12604","url":null,"abstract":"<p>Understanding individual personality requires methods that capture within-person variability rather than relying solely on between-person models, such as the Big Five. This study aimed to elucidate individual personality structures by conducting factor analyses on longitudinal Big Five indicators and applying graphical vector autoregression (GVAR) models to reveal the dynamic interactions among factors. Five female undergraduates completed a 30-item questionnaire daily for approximately 90 days, allowing us to identify idiographic factors specific to each participant. Results revealed significant heterogeneity in factor structures and network dynamics, challenging the assumption of ergodicity in Big Five indicators. Moreover, while similar factors emerged across participants, their network relationships varied considerably, highlighting the need for individualized approaches to personality research. This study highlights the importance of integrating idiographic methods to achieve a nuanced understanding of individual personalities and encourages future research to further develop methodologies that better capture individuality.</p>","PeriodicalId":46699,"journal":{"name":"Japanese Psychological Research","volume":"68 1","pages":"117-130"},"PeriodicalIF":0.8,"publicationDate":"2025-09-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/jpr.12604","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145891295","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Moderating Effects of Attachment Orientations on Emotional Interdependence in Romantic Relationships: Using Dynamic Structural Equation Modeling 依恋取向对情感依赖的调节作用:基于动态结构方程模型
IF 0.8 4区 心理学
Japanese Psychological Research Pub Date : 2025-09-09 DOI: 10.1111/jpr.12603
Xinyu Xie, Toshihiko Souma, Kentaro Komura, Yuji Kanemasa, Ken'ichiro Nakashima
{"title":"Moderating Effects of Attachment Orientations on Emotional Interdependence in Romantic Relationships: Using Dynamic Structural Equation Modeling","authors":"Xinyu Xie,&nbsp;Toshihiko Souma,&nbsp;Kentaro Komura,&nbsp;Yuji Kanemasa,&nbsp;Ken'ichiro Nakashima","doi":"10.1111/jpr.12603","DOIUrl":"https://doi.org/10.1111/jpr.12603","url":null,"abstract":"<p>The two dimensions of adult attachment orientations, namely, anxiety and avoidance, are known to be associated with how individuals regulate their emotions. However, little is known about how attachment orientations influence emotional interdependence—the associations between one's previous emotions and another's present emotions. This study investigated the moderating effect of attachment orientations on this dynamic interdependent process. Data were drawn from an experience sampling study of 54 cohabiting heterosexual Japanese couples, who reported positive and negative emotions and the presence of partners four times a day for 14 days. Dynamic structural equation modeling showed that emotional interdependence was significant between men's previous positive emotions and women's present positive and negative emotions. Furthermore, women's attachment avoidance was negatively associated with emotional interdependence between their previous negative emotions and men's present negative emotions. These effects remained significant regardless of whether the partners were physically together. Although the limited statistical power restricts the strength of our conclusions, these results provide preliminary support for the role of the deactivating strategy linked to attachment avoidance, suggesting that women with high attachment avoidance suppress their expression of negative emotions that were not adequately perceived and shared by their partners.</p>","PeriodicalId":46699,"journal":{"name":"Japanese Psychological Research","volume":"68 1","pages":"32-51"},"PeriodicalIF":0.8,"publicationDate":"2025-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/jpr.12603","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145891535","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Editorial: Innovations in Clinical Psychological Science in the Era of Complexity 社论:复杂时代临床心理科学的创新
IF 0.8 4区 心理学
Japanese Psychological Research Pub Date : 2025-04-01 DOI: 10.1111/jpr.12588
Jun Kashihara, Masaya Ito, Yoshihiko Kunisato
{"title":"Editorial: Innovations in Clinical Psychological Science in the Era of Complexity","authors":"Jun Kashihara,&nbsp;Masaya Ito,&nbsp;Yoshihiko Kunisato","doi":"10.1111/jpr.12588","DOIUrl":"https://doi.org/10.1111/jpr.12588","url":null,"abstract":"<p>In 2000, the theoretical physicist Stephen Hawking stated, “I think the next [21st] century will be the century of complexity” (Chiu, <span>2000</span>, p. 29A). His prediction appears accurate. Over the course of this century, the world has faced numerous complex and uncertain challenges at a global scale, including extreme climate change, species extinction, the spread of fake news, and the COVID-19 pandemic. Modern science has become increasingly interdisciplinary and is leveraging advanced technologies to address these crises and to better understand the complex systems underlying them. The most striking example is the development of network science (Barabási, <span>2016</span>), which provides visualizations of diverse complex systems explored across various academic disciplines (e.g., climatology, bioecology, socio-informatics, and infectious disease epidemiology) and seeks to explain how extreme phenomena arise from these systems. Also noteworthy is the growing application of artificial intelligence (AI)-related technologies. As exemplified by the announcement that the Nobel Prizes in Physics and Chemistry in 2024 were awarded to pioneers in AI research (Royal Swedish Academy of Sciences, <span>2024a</span>, <span>2024b</span>), AI-related technologies are now being extensively utilized to identify predictable patterns in complex phenomena that often escape human awareness.</p><p>Waves of complexity are also emerging in the field of clinical psychology. As Jennifer Tackett, editor of <i>Clinical Psychological Science</i>, noted, clinical psychology is increasingly striving for integration with various subfields, both within and beyond psychology, to foster innovation (Association for Psychological Science [APS], <span>2020</span>). In this century, we have observed the growing application of complex systems or network approaches to investigate psychopathology (for reviews, see Borsboom, Deserno, et al., <span>2021</span>; Robinaugh et al., <span>2020</span>) and the increasing use of machine learning algorithms to improve the prediction of clinical outcomes (Dwyer et al., <span>2018</span>; Hilbert et al., <span>2020</span>). The use of neuroscientific measures has gained popularity in clinical psychology (Hajcak et al., <span>2017</span>), while smartphones and other digital devices have expanded the designs of mental health research, including studies employing ecological momentary assessment methods (Fried et al., <span>2022</span>; Larson &amp; Csikszentmihalyi, <span>1983</span>). To borrow the words of Jennifer Tackett (APS, <span>2020</span>), clinical psychology is striving to establish itself as a \"<i>hub of the hub\" science</i> referred to as clinical psychological science. Psychology, as a whole, has established itself as a <i>hub science</i> referred to as psychological science, characterized by the growing use of multidisciplinary methodologies. Influential clinical psychology researchers are now applying these methodologie","PeriodicalId":46699,"journal":{"name":"Japanese Psychological Research","volume":"67 2","pages":"127-131"},"PeriodicalIF":0.8,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/jpr.12588","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143749442","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Upstream Approaches for Suicide Prevention Using Search-Based Advertising: A Pilot Study 使用基于搜索的广告预防自杀的上游方法:一项试点研究
IF 0.8 4区 心理学
Japanese Psychological Research Pub Date : 2025-02-13 DOI: 10.1111/jpr.12582
Satoshi Ono, Hajime Sueki, Tai Nakahara, Asumi Takahashi, Akiko Koda, Akito Sakai, Maiko Saito, Jiro Ito
{"title":"Upstream Approaches for Suicide Prevention Using Search-Based Advertising: A Pilot Study","authors":"Satoshi Ono,&nbsp;Hajime Sueki,&nbsp;Tai Nakahara,&nbsp;Asumi Takahashi,&nbsp;Akiko Koda,&nbsp;Akito Sakai,&nbsp;Maiko Saito,&nbsp;Jiro Ito","doi":"10.1111/jpr.12582","DOIUrl":"https://doi.org/10.1111/jpr.12582","url":null,"abstract":"<p>This study aims to describe the pilot operation of upstream approaches for suicide prevention using search-based advertising. Outreach was conducted to Internet users who searched for keywords related to the six life issues with risk factors for suicide (perinatal women, domestic violence, addiction, depression, sexual minorities, and child abuse). Search-based advertisements were displayed 1,481,025 times and clicked on 62,884 times (click rate: 4.25%). Since the mental health status of those in the five areas of life issues, except for addiction, was considered serious, outreach using search-based advertising could expedite effective support information to those with serious mental health conditions. In the addiction area, outreach to those with gambling and alcohol addiction was considered effective, but effective outreach to those with drug addiction was found to be difficult within the framework of this study. In conclusion, this study shows that upstream approaches for suicide prevention using search-based advertising can reach Internet users with specific life issues and deteriorating mental health.</p>","PeriodicalId":46699,"journal":{"name":"Japanese Psychological Research","volume":"67 2","pages":"208-227"},"PeriodicalIF":0.8,"publicationDate":"2025-02-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/jpr.12582","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143749360","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring the Utility of a Machine Learning Approach with Mobile-Based Cognitive Function Tasks for Detecting Depression 探索基于移动的认知功能任务的机器学习方法在检测抑郁症中的应用
IF 0.8 4区 心理学
Japanese Psychological Research Pub Date : 2024-12-05 DOI: 10.1111/jpr.12565
Momoka Takeshige, Taiki Oka, Mai Ohwan, Kei Hirai
{"title":"Exploring the Utility of a Machine Learning Approach with Mobile-Based Cognitive Function Tasks for Detecting Depression","authors":"Momoka Takeshige,&nbsp;Taiki Oka,&nbsp;Mai Ohwan,&nbsp;Kei Hirai","doi":"10.1111/jpr.12565","DOIUrl":"https://doi.org/10.1111/jpr.12565","url":null,"abstract":"<p>Self-report questionnaires, used for detecting major depressive disorder (MDD) in daily life, may incur biases stemming from social desirability and repetitive answers. Though detection based on mobile sensing was being developed recently, it cannot sufficiently promote self-help action due to the characteristics of passive feedback. Thus, an active self-monitoring and feedback system is crucial for individuals to recognize and address their malfunctions. In this study, we proposed to predict changes in MDD severity using cognitive tasks monitored on mobile devices. An online survey was conducted to evaluate the severity, incorporating cognitive tasks such as Navon task, Go/No-go task, and n-back task, along with the Quick Inventory of Depressive Symptomatology. Participants completed the survey three times on their mobile devices. The analysis included data from 75 participants, including 21 participants whose MDD score increased by at least one point during the second and third surveys; the first survey was excluded to avoid confounding effects. A random forest classifier was employed for classifying participants whose depression has and has not worsened. The learned model achieved modest accuracy (68.3%) with a significant mean area under the curve of 0.59 (<i>t</i>(9) = 2.98, <i>p</i> = .016, <i>d</i><sub><i>z</i></sub> = 0.94), suggesting the potential to predict depressive states based on cognitive domains. Moreover, working memory and attentional inhibition functions contributed to predicting the severity change mostly. Though improvements are required to reduce false negatives for practical applications, our result suggests that MDD aggravation could be assessed by mobile cognitive tasks.</p>","PeriodicalId":46699,"journal":{"name":"Japanese Psychological Research","volume":"67 2","pages":"195-207"},"PeriodicalIF":0.8,"publicationDate":"2024-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/jpr.12565","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143749795","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Objective and Subjective Sleep Characteristics of Japanese University Students: Analysis Using Questionnaires and Wearable Trackers 日本大学生主观与客观睡眠特征:问卷调查与可穿戴追踪器分析
IF 0.8 4区 心理学
Japanese Psychological Research Pub Date : 2024-10-15 DOI: 10.1111/jpr.12560
Tomohiro Uchida, Tai Kurosawa
{"title":"Objective and Subjective Sleep Characteristics of Japanese University Students: Analysis Using Questionnaires and Wearable Trackers","authors":"Tomohiro Uchida,&nbsp;Tai Kurosawa","doi":"10.1111/jpr.12560","DOIUrl":"https://doi.org/10.1111/jpr.12560","url":null,"abstract":"<p>The transition from high school to university is characterized by changes in students' social and learning environments, potentially impacting sleep and learning behaviors. To examine the sleep characteristics of university students, this study aimed to (a) measure sleep in a living environment using a wearable tracker; (b) use a self-administered questionnaire to examine the relationship between objective and subjective sleep; and (c) examine how psychological aspects are related to objective and subjective sleep. Fifty undergraduate and graduate students participated, with 310 sleep records obtained. The objective means total sleep time showed a moderately positive correlation with sleep quantity in the 3-Dimensional Sleep Scale. Furthermore, we found that mental health, trait anxiety, and quality of life do not correlate with objective total sleep time but are significantly moderately correlated with subjective sleep quantity. The combination of wearable trackers and subjective reports may provide a more precise understanding of university students' actual sleep patterns and how different aspects of sleep behavior are associated with health outcomes.</p>","PeriodicalId":46699,"journal":{"name":"Japanese Psychological Research","volume":"67 2","pages":"162-174"},"PeriodicalIF":0.8,"publicationDate":"2024-10-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/jpr.12560","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143749483","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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