Pub Date : 2026-02-05DOI: 10.1146/annurev-clinpsy-061724-083756
Allison Stumper, Katja M Schmalenberger, Tory A Eisenlohr-Moul, Jessica R Peters
Hormone sensitivity is a heterogeneous phenomenon involving multiple dimensions of sensitivity to estrogen and progesterone fluctuations across the menstrual cycle. While the majority of menstruating individuals do not experience any significant impact from these hormone changes on mood or behavior, rates of hormone sensitivity in clinical populations, particularly affective disorders, are substantially elevated, suggesting potential shared psychosocial or physiological mechanisms or moderators of risk. In this review, we provide an overview of menstrually related mood disorders and dimensions of hormone sensitivity across the cycle contributing to these presentations. We discuss how hormone sensitivity during the menstrual cycle corresponds with affective problems during other reproductive life events (puberty, perimenopause, pregnancy/postpartum) and review the evidence for environmental, neurobiological, and cognitive/affective factors associated with hormone sensitivity. Methodological considerations and directions for further research are highlighted throughout.
{"title":"Affective Sensitivity to Ovarian Steroid Hormone Flux Across the Menstrual Cycle: Manifestations and Biopsychosocial Risk Factors.","authors":"Allison Stumper, Katja M Schmalenberger, Tory A Eisenlohr-Moul, Jessica R Peters","doi":"10.1146/annurev-clinpsy-061724-083756","DOIUrl":"https://doi.org/10.1146/annurev-clinpsy-061724-083756","url":null,"abstract":"<p><p>Hormone sensitivity is a heterogeneous phenomenon involving multiple dimensions of sensitivity to estrogen and progesterone fluctuations across the menstrual cycle. While the majority of menstruating individuals do not experience any significant impact from these hormone changes on mood or behavior, rates of hormone sensitivity in clinical populations, particularly affective disorders, are substantially elevated, suggesting potential shared psychosocial or physiological mechanisms or moderators of risk. In this review, we provide an overview of menstrually related mood disorders and dimensions of hormone sensitivity across the cycle contributing to these presentations. We discuss how hormone sensitivity during the menstrual cycle corresponds with affective problems during other reproductive life events (puberty, perimenopause, pregnancy/postpartum) and review the evidence for environmental, neurobiological, and cognitive/affective factors associated with hormone sensitivity. Methodological considerations and directions for further research are highlighted throughout.</p>","PeriodicalId":50755,"journal":{"name":"Annual Review of Clinical Psychology","volume":" ","pages":""},"PeriodicalIF":16.5,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146127463","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-05DOI: 10.1146/annurev-clinpsy-081423-020516
Christopher Pittenger
This review provides an overview of biological processes that contribute to obsessive-compulsive disorder (OCD). It encourages nonreductionist integration of biological findings with psychological and social constructs. OCD runs in families; studies are beginning to identify genetic variants that contribute to risk, though these findings are not yet clinically actionable. A robust body of neuroimaging research implicates hyperactivity in certain brain circuits in the pathophysiology of OCD, which often normalizes following successful treatment. The efficacy of serotonin reuptake inhibitors is well-established; however, evidence does not support a simple serotonin deficit model. The role of the neurotransmitter glutamate in pathophysiology and treatment is under investigation. Emerging research is exploring the contributions of immune system dysregulation and of hormones to pathophysiology. Pharmacological treatment strategies are reviewed, as are anatomically targeted interventions for refractory cases. Future treatments will likely synergistically deploy somatic and psychotherapeutic interventions, leveraging biological tools to enhance mechanisms of psychological change.
{"title":"Biological Mechanisms and Treatment of Obsessive-Compulsive Disorder.","authors":"Christopher Pittenger","doi":"10.1146/annurev-clinpsy-081423-020516","DOIUrl":"https://doi.org/10.1146/annurev-clinpsy-081423-020516","url":null,"abstract":"<p><p>This review provides an overview of biological processes that contribute to obsessive-compulsive disorder (OCD). It encourages nonreductionist integration of biological findings with psychological and social constructs. OCD runs in families; studies are beginning to identify genetic variants that contribute to risk, though these findings are not yet clinically actionable. A robust body of neuroimaging research implicates hyperactivity in certain brain circuits in the pathophysiology of OCD, which often normalizes following successful treatment. The efficacy of serotonin reuptake inhibitors is well-established; however, evidence does not support a simple serotonin deficit model. The role of the neurotransmitter glutamate in pathophysiology and treatment is under investigation. Emerging research is exploring the contributions of immune system dysregulation and of hormones to pathophysiology. Pharmacological treatment strategies are reviewed, as are anatomically targeted interventions for refractory cases. Future treatments will likely synergistically deploy somatic and psychotherapeutic interventions, leveraging biological tools to enhance mechanisms of psychological change.</p>","PeriodicalId":50755,"journal":{"name":"Annual Review of Clinical Psychology","volume":" ","pages":""},"PeriodicalIF":16.5,"publicationDate":"2026-02-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146127376","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-02-02DOI: 10.1146/annurev-clinpsy-081423-032154
María P Aranda, David Camacho, Jiaming Liang, Yuri Jang
Adults who provide care to family members living with dementia experience substantial impacts to their well-being. Dementia family caregivers are the backbone of health and long-term care services in the United States, yet they typically do not access evidence-based caregiver interventions. This is especially the case for racial and ethnic minoritized populations, who experience higher rates of dementia yet lower access to diagnostic and specialty care services and evidence-based interventions. This review appraises the peer-reviewed literature on randomized clinical trials to test the effectiveness of caregiver interventions, the extent of cultural adaptations, and their impact on psychological outcomes, including mastery. We find that few evidence-based interventions incorporate cultural and linguistic adaptations, and when they do, most fall short of following formal adaptation frameworks and documenting treatment effects on psychological outcomes by racial and ethnic group. Research must address these shortcomings to increase the equitable distribution of caregiver interventions for all Americans.
{"title":"Dementia Caregiving Among Diverse Minoritized Racial and Ethnic Groups in the United States: A Critical Review of Cultural Adaptations of Nonpharmacological Caregiving Intervention Trials.","authors":"María P Aranda, David Camacho, Jiaming Liang, Yuri Jang","doi":"10.1146/annurev-clinpsy-081423-032154","DOIUrl":"https://doi.org/10.1146/annurev-clinpsy-081423-032154","url":null,"abstract":"<p><p>Adults who provide care to family members living with dementia experience substantial impacts to their well-being. Dementia family caregivers are the backbone of health and long-term care services in the United States, yet they typically do not access evidence-based caregiver interventions. This is especially the case for racial and ethnic minoritized populations, who experience higher rates of dementia yet lower access to diagnostic and specialty care services and evidence-based interventions. This review appraises the peer-reviewed literature on randomized clinical trials to test the effectiveness of caregiver interventions, the extent of cultural adaptations, and their impact on psychological outcomes, including mastery. We find that few evidence-based interventions incorporate cultural and linguistic adaptations, and when they do, most fall short of following formal adaptation frameworks and documenting treatment effects on psychological outcomes by racial and ethnic group. Research must address these shortcomings to increase the equitable distribution of caregiver interventions for all Americans.</p>","PeriodicalId":50755,"journal":{"name":"Annual Review of Clinical Psychology","volume":" ","pages":""},"PeriodicalIF":16.5,"publicationDate":"2026-02-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146108214","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-20DOI: 10.1146/annurev-clinpsy-061324-071140
M Zachary Rosenthal,Yanyan Shan,Matthew Hanna
Misophonia is characterized by unusually distressing reactions to certain repetitive audiovisual stimuli produced by others, most commonly oral (e.g., eating, throat clearing, gum popping) or nasal (e.g., sniffing, heavy breathing) sounds. Using the acronym BASIC, we review shared features between misophonia and anxiety disorders across behavioral, attentional, somatic, interpersonal, and cognitive domains of functioning. This paper explores whether misophonia should be classified as an anxiety disorder, with emphasis on ways in which misophonia can be distinguished from the defining characteristics of anxiety disorders. Chief among these distinctions is the accumulating research indicating that anger (and related affective states such as irritation and resentment) is a central emotion more common than fear or anxiety in misophonia. With mounting data indicating that anxiety is not the primary core feature, scientific evidence does not justify classifying misophonia as an anxiety disorder.
{"title":"Misophonia Is a Newly Defined Disorder, but Is It an Anxiety Disorder?","authors":"M Zachary Rosenthal,Yanyan Shan,Matthew Hanna","doi":"10.1146/annurev-clinpsy-061324-071140","DOIUrl":"https://doi.org/10.1146/annurev-clinpsy-061324-071140","url":null,"abstract":"Misophonia is characterized by unusually distressing reactions to certain repetitive audiovisual stimuli produced by others, most commonly oral (e.g., eating, throat clearing, gum popping) or nasal (e.g., sniffing, heavy breathing) sounds. Using the acronym BASIC, we review shared features between misophonia and anxiety disorders across behavioral, attentional, somatic, interpersonal, and cognitive domains of functioning. This paper explores whether misophonia should be classified as an anxiety disorder, with emphasis on ways in which misophonia can be distinguished from the defining characteristics of anxiety disorders. Chief among these distinctions is the accumulating research indicating that anger (and related affective states such as irritation and resentment) is a central emotion more common than fear or anxiety in misophonia. With mounting data indicating that anxiety is not the primary core feature, scientific evidence does not justify classifying misophonia as an anxiety disorder.","PeriodicalId":50755,"journal":{"name":"Annual Review of Clinical Psychology","volume":"6 1","pages":""},"PeriodicalIF":18.4,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146005178","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-01-20DOI: 10.1146/annurev-clinpsy-061324-074037
Emily S Bibby,Joanne Davila
Adolescent romantic competence is broadly understood as a person's capacity to adaptively approach, form, and maintain healthy romantic relationships and has important implications for relationship functioning and mental health. In this review, we first provide a history of the development of the construct of romantic competence and give an overview of different conceptualizations and assessments of adolescent romantic competence. Next, we summarize the research findings on the associations between adolescent romantic competence and relationship experience, relationship functioning, and mental health. Special challenges are addressed for romantic competence and adolescent relationships that may arise from social media. We then outline relationship education programs created out of the romantic competence literature, and we conclude by identifying future directions and remaining questions in the field.
{"title":"Romantic Competence, Romantic Functioning, and Mental Health in Adolescence.","authors":"Emily S Bibby,Joanne Davila","doi":"10.1146/annurev-clinpsy-061324-074037","DOIUrl":"https://doi.org/10.1146/annurev-clinpsy-061324-074037","url":null,"abstract":"Adolescent romantic competence is broadly understood as a person's capacity to adaptively approach, form, and maintain healthy romantic relationships and has important implications for relationship functioning and mental health. In this review, we first provide a history of the development of the construct of romantic competence and give an overview of different conceptualizations and assessments of adolescent romantic competence. Next, we summarize the research findings on the associations between adolescent romantic competence and relationship experience, relationship functioning, and mental health. Special challenges are addressed for romantic competence and adolescent relationships that may arise from social media. We then outline relationship education programs created out of the romantic competence literature, and we conclude by identifying future directions and remaining questions in the field.","PeriodicalId":50755,"journal":{"name":"Annual Review of Clinical Psychology","volume":"57 1","pages":""},"PeriodicalIF":18.4,"publicationDate":"2026-01-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146005512","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-16DOI: 10.1146/annurev-clinpsy-061324-073435
Amanda B Nickerson,Stephanie S Fredrick
Cyberbullying is a growing public health concern given its increasing prevalence, connection to mental health problems, and broader concerns about youth social media use. In this review, we define cyberbullying and its forms and provide information on prevalence and trends. We then contextualize cyberbullying within the larger research literature on digital technology use and mental health, detailing how this relationship varies depending on individual characteristics and how the technologies are being used. We then summarize the research on concurrent and long-term impacts of cyberbullying victimization and perpetration on internalizing and externalizing symptoms as well as the impacts on youth well-being. Mediating and moderating mechanisms that exacerbate risk and protect youth from adverse mental health impacts of cyberbullying are then explored. The evidence supporting cyberbullying prevention in school-based contexts and involving families is then presented. Finally, we discuss challenges in existing research, areas in need of further empirical investigation, and implications for practice and policy.
{"title":"Cyberbullying and Mental Health in Children and Adolescents.","authors":"Amanda B Nickerson,Stephanie S Fredrick","doi":"10.1146/annurev-clinpsy-061324-073435","DOIUrl":"https://doi.org/10.1146/annurev-clinpsy-061324-073435","url":null,"abstract":"Cyberbullying is a growing public health concern given its increasing prevalence, connection to mental health problems, and broader concerns about youth social media use. In this review, we define cyberbullying and its forms and provide information on prevalence and trends. We then contextualize cyberbullying within the larger research literature on digital technology use and mental health, detailing how this relationship varies depending on individual characteristics and how the technologies are being used. We then summarize the research on concurrent and long-term impacts of cyberbullying victimization and perpetration on internalizing and externalizing symptoms as well as the impacts on youth well-being. Mediating and moderating mechanisms that exacerbate risk and protect youth from adverse mental health impacts of cyberbullying are then explored. The evidence supporting cyberbullying prevention in school-based contexts and involving families is then presented. Finally, we discuss challenges in existing research, areas in need of further empirical investigation, and implications for practice and policy.","PeriodicalId":50755,"journal":{"name":"Annual Review of Clinical Psychology","volume":"36 1","pages":""},"PeriodicalIF":18.4,"publicationDate":"2025-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145765117","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-05DOI: 10.1146/annurev-clinpsy-061324-071811
Jasper A J Smits,M Alexandra Kredlow,Marie-H Monfils,Michael W Otto
Fear extinction is foundational to exposure therapy; therefore, the study of strategies to optimize fear extinction is relevant for clinical practice. This article provides a critical review of translational research on pharmacological enhancement of fear extinction, concentrating mostly on d-cycloserine, the agent with the most extensive evidence base across levels of analyses. Despite early promise, results across preclinical, human laboratory, and clinical trials have been mixed. We identify factors that may account for these inconsistent findings, including differences in study design, selection of subjects, sample size, and measurement approaches. We emphasize the need for a rigorous mechanistic research agenda that both assesses extinction processes-acquisition, consolidation, and retrieval-as distinct mechanistic targets and examines the relation between changes in these fear extinction processes and clinical outcomes. Finally, we discuss opportunities to advance translational research in this area by leveraging extant collaborative infrastructures to improve the quality, the efficiency, and ultimately the availability of effective clinical strategies.
{"title":"Enhancing the Efficacy of Exposure Therapy: Translation of Pharmacological Augmentation of Fear Extinction.","authors":"Jasper A J Smits,M Alexandra Kredlow,Marie-H Monfils,Michael W Otto","doi":"10.1146/annurev-clinpsy-061324-071811","DOIUrl":"https://doi.org/10.1146/annurev-clinpsy-061324-071811","url":null,"abstract":"Fear extinction is foundational to exposure therapy; therefore, the study of strategies to optimize fear extinction is relevant for clinical practice. This article provides a critical review of translational research on pharmacological enhancement of fear extinction, concentrating mostly on d-cycloserine, the agent with the most extensive evidence base across levels of analyses. Despite early promise, results across preclinical, human laboratory, and clinical trials have been mixed. We identify factors that may account for these inconsistent findings, including differences in study design, selection of subjects, sample size, and measurement approaches. We emphasize the need for a rigorous mechanistic research agenda that both assesses extinction processes-acquisition, consolidation, and retrieval-as distinct mechanistic targets and examines the relation between changes in these fear extinction processes and clinical outcomes. Finally, we discuss opportunities to advance translational research in this area by leveraging extant collaborative infrastructures to improve the quality, the efficiency, and ultimately the availability of effective clinical strategies.","PeriodicalId":50755,"journal":{"name":"Annual Review of Clinical Psychology","volume":"29 1","pages":""},"PeriodicalIF":18.4,"publicationDate":"2025-12-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145680625","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-02DOI: 10.1146/annurev-clinpsy-061724-081102
Stephen P Hinshaw
In this career-review-as-memoir, I interweave the deeply personal/familial roots of my abiding interests in developmental psychopathology, clinical trials, and reduction of mental illness stigma and discrimination with an overview of my variegated research on youth and young adults. I also discuss mentoring, teaching, lab-building, leadership, collaboration, synthesis, and serendipitous ideas. Lived experience and personal interest can and should inform discovery phases of scientific efforts, whereas objectivity and disinterest are essential for justification aspects. My long-term aim has been to bridge science and humanization. Although progress in clinical psychology is apparent, even passing recognition of current mental health challenges-especially for adolescents/young adults-provides an urgent call for (a) integration of genetic/biological risk with contextual and cultural factors; (b) provision of supportive settings, plus evidence-based treatments, for individuals and families in need; and (c) recruiting and mentoring new generations of scholar-clinicians who will continue these essential efforts.
{"title":"My Life as a Clinical Scientist and Humanist: A Career Dedicated to Developmental Psychopathology and Stigma Reduction.","authors":"Stephen P Hinshaw","doi":"10.1146/annurev-clinpsy-061724-081102","DOIUrl":"https://doi.org/10.1146/annurev-clinpsy-061724-081102","url":null,"abstract":"In this career-review-as-memoir, I interweave the deeply personal/familial roots of my abiding interests in developmental psychopathology, clinical trials, and reduction of mental illness stigma and discrimination with an overview of my variegated research on youth and young adults. I also discuss mentoring, teaching, lab-building, leadership, collaboration, synthesis, and serendipitous ideas. Lived experience and personal interest can and should inform discovery phases of scientific efforts, whereas objectivity and disinterest are essential for justification aspects. My long-term aim has been to bridge science and humanization. Although progress in clinical psychology is apparent, even passing recognition of current mental health challenges-especially for adolescents/young adults-provides an urgent call for (a) integration of genetic/biological risk with contextual and cultural factors; (b) provision of supportive settings, plus evidence-based treatments, for individuals and families in need; and (c) recruiting and mentoring new generations of scholar-clinicians who will continue these essential efforts.","PeriodicalId":50755,"journal":{"name":"Annual Review of Clinical Psychology","volume":"1 1","pages":""},"PeriodicalIF":18.4,"publicationDate":"2025-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145656900","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-02DOI: 10.1146/annurev-clinpsy-061724-081312
Kenneth A. Dodge
Although psychological science has contributed enormously to our understanding of the development of psychopathology and to interventions to treat psychiatric disorders, it has not successfully reduced the burden of mental illness in American communities. Factors include the lack of a mandate of population impact, stigma attached to mental health intervention, difficulty scaling up interventions, and problems in financing prevention. The concept of primary mental health care is introduced as a possible solution; components could include universal reach, universal brief interventions, screening and referral, ongoing support to all individuals, an infrastructure of specialized services, and an integrated data system. Promising examples of the primary mental health care approach are described, including PROSPER, Communities That Care, Triple P, Family Check-Up, HealthySteps, Family Connects, and Community Navigation. For these efforts to succeed, challenges must be overcome in labor force participation, reaching the full population, novel approaches to delivery of interventions, cultural adaptation, community-level interventions, financing, and scientific inquiry.
{"title":"Primary Mental Health Care","authors":"Kenneth A. Dodge","doi":"10.1146/annurev-clinpsy-061724-081312","DOIUrl":"https://doi.org/10.1146/annurev-clinpsy-061724-081312","url":null,"abstract":"Although psychological science has contributed enormously to our understanding of the development of psychopathology and to interventions to treat psychiatric disorders, it has not successfully reduced the burden of mental illness in American communities. Factors include the lack of a mandate of population impact, stigma attached to mental health intervention, difficulty scaling up interventions, and problems in financing prevention. The concept of primary mental health care is introduced as a possible solution; components could include universal reach, universal brief interventions, screening and referral, ongoing support to all individuals, an infrastructure of specialized services, and an integrated data system. Promising examples of the primary mental health care approach are described, including PROSPER, Communities That Care, Triple P, Family Check-Up, HealthySteps, Family Connects, and Community Navigation. For these efforts to succeed, challenges must be overcome in labor force participation, reaching the full population, novel approaches to delivery of interventions, cultural adaptation, community-level interventions, financing, and scientific inquiry.","PeriodicalId":50755,"journal":{"name":"Annual Review of Clinical Psychology","volume":"158 1","pages":""},"PeriodicalIF":18.4,"publicationDate":"2025-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145658275","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-12-02DOI: 10.1146/annurev-clinpsy-081423-024140
Jeffrey M Girard,Dasha A Yermol,Albert Ali Salah,Jeffrey F Cohn
Clinical psychological assessment often relies on self-report, interviews, and behavioral observation, methods that pose challenges for reliability, validity, and scalability. Computational approaches offer new opportunities to analyze expressive behavior (e.g., facial expressions, vocal prosody, language use) with greater precision and efficiency. This review provides an accessible conceptual framework for understanding how methods from computer vision, speech signal processing, and natural language processing can enhance clinical assessment. We outline the goals, frameworks, and methods of both clinical and computational approaches and present an illustrative review of interdisciplinary research applying these techniques across a range of mental health conditions. We also examine key challenges related to data quality, measurement, interdisciplinarity, and ethics. Finally, we highlight future directions for building systems that are robust, interpretable, and clinically meaningful. This review is intended to support dialogue between clinical and computational communities and to guide ongoing research and development at their intersection.
{"title":"Computational Analysis of Expressive Behavior in Clinical Assessment.","authors":"Jeffrey M Girard,Dasha A Yermol,Albert Ali Salah,Jeffrey F Cohn","doi":"10.1146/annurev-clinpsy-081423-024140","DOIUrl":"https://doi.org/10.1146/annurev-clinpsy-081423-024140","url":null,"abstract":"Clinical psychological assessment often relies on self-report, interviews, and behavioral observation, methods that pose challenges for reliability, validity, and scalability. Computational approaches offer new opportunities to analyze expressive behavior (e.g., facial expressions, vocal prosody, language use) with greater precision and efficiency. This review provides an accessible conceptual framework for understanding how methods from computer vision, speech signal processing, and natural language processing can enhance clinical assessment. We outline the goals, frameworks, and methods of both clinical and computational approaches and present an illustrative review of interdisciplinary research applying these techniques across a range of mental health conditions. We also examine key challenges related to data quality, measurement, interdisciplinarity, and ethics. Finally, we highlight future directions for building systems that are robust, interpretable, and clinically meaningful. This review is intended to support dialogue between clinical and computational communities and to guide ongoing research and development at their intersection.","PeriodicalId":50755,"journal":{"name":"Annual Review of Clinical Psychology","volume":"218 1","pages":""},"PeriodicalIF":18.4,"publicationDate":"2025-12-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145656883","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"心理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}