Psychometric evaluation of the Korean version of the social stigmatization scale with preliminary longitudinal evidence for psychological distress among young adults

BackgroundThe mental health of young adults in South Korea has become a significant social issue. In the context of South Korea’s competitive and hierarchical society, social stigma—defined as a devalued social identity shaped by cultural beliefs that label certain attributes as shameful or undesirable—may be relevant to understanding psychological distress among young adults. This study validated the Social Stigmatization Scale (SS) in Korean and examined longitudinal associations between social stigmatization and mental health problems among young adults in South Korea.MethodsFrom an online panel using quota sampling, we recruited 400 Korean young adults in their 20s-30s reporting perceived social stigmatization in at least one social domain. We conducted factor analyses and correlation analyses using the Korean version SS and examined a 7-week longitudinal relationship between social stigmatization, perceived stress, and psychological distress, using a cross-lagged panel model.ResultsKorean young adults most frequently reported their employment and income statuses as being non-mainstream. The original 18-item SS showed acceptable fit when additional shared variance among the five reverse-scored items was accounted for. The modified 13-item version also demonstrated an acceptable unidimensional structure and high internal consistency. Both versions showed positive correlations with the number of perceived stigmatization domains, social exclusion, thwarted basic psychological needs, and mental health variables. In contrast, negative correlations were identified with feelings of belonging and satisfaction of basic psychological needs. Data from 260 participants in a longitudinal model indicated that the 13-item SS score showed temporal stability (β = .59, p <.001) and was associated with perceived stress (β = .21, p = .002) and psychological distress (β = .11, p = .023), over a 7-week period. Similar associations were observed for the 18-item score.ConclusionThe Korean version of the SS demonstrated promising psychometric properties among Korean young adults who reported perceived social stigmatization. The findings suggest that the original 18-item and modified 13-item versions of the SS may be a useful instrument for measuring social stigmatization across diverse socio-cultural contexts shaped by different power dynamics. Preliminary longitudinal evidence suggests that perceived social stigmatization is prospectively associated with subsequent psychological distress.

Orexin receptor antagonists for sleep disturbance in attention-deficit/hyperactivity disorder and autism spectrum disorder: a systematic review

BackgroundSleep disturbance is among the commonest and most impairing comorbidities of attention-deficit/hyperactivity disorder (ADHD) and autism spectrum disorder (ASD). Melatonin has the strongest evidence base, but its action is chronobiotic, its maintenance effect inconsistent, and adult evidence sparse. Orexin receptor antagonists reduce wake drive rather than induce sedation, a mechanistically distinct alternative.MethodsReported in accordance with PRISMA 2020. PubMed, Europe PMC, OpenAlex and ClinicalTrials.gov were searched on 23 September 2026 using three complementary concept searches with backward citation tracking; Embase and PsycINFO were not searched. Screening applied a mechanical rule, and every candidate was assessed at full text by two independent reviewers. Eligible reports described a person with diagnosed ADHD or ASD given an orexin receptor antagonist, with a sleep, behavioural, cognitive or safety outcome. Risk of bias was appraised at domain level and certainty against the GRADE domains without categorical ratings. Pooling was precluded by heterogeneity and by the absence of comparable controlled effect estimates.ResultsEight reports representing seven patient groups described 41 exposed participants, 25 with ADHD and 16 with ASD. No completed trial provides peer-reviewed or registry-posted diagnosis-specific outcomes. The strongest signal is a one-month open-label study of daridorexant 50 mg in 24 adults with ADHD and insomnia, where median insomnia severity fell from 16 to 8 and actigraphic total sleep time rose by about 24 minutes, both surviving correction, and 62.5% responded; no cognitive outcome survived correction, one worsened, and the favourable attention results required excluding sleep non-responders. In ASD the evidence is case reports and small series confounded by co-medication, the only comparison-group report being null. No report provides ADHD-stratified paediatric outcomes. Of two registered trials one is recruiting and one completed, the latter’s sponsor releasing top-line data without diagnosis-stratified outcomes.ConclusionOrexin receptor antagonism is a mechanistically coherent approach to sleep disturbance in ADHD and ASD, but no appraisable, diagnosis-specific controlled evidence supports its use, and the evidence is too sparse and biased for causal inference. The signal that sleep gains may accompany attention gains requires a randomised test. Routine use cannot be recommended, and off-label prescribing requires individualised specialist assessment.

Temporal and demographic trends in deaths with co-recorded depressive disorders and digestive system diseases among U.S. adults: a 26-year nationwide analysis (1999–2024)

BackgroundDepression and digestive diseases are common public health concerns and may coexist through shared clinical and behavioral pathways. However, national mortality trends involving both conditions remain insufficiently characterized. This study examined temporal and demographic trends in deaths with co-recorded depressive disorders and digestive diseases among U.S. adults from 1999 to 2024.MethodsThis population-based retrospective cross-sectional study used the Centers for Disease Control and Prevention Wide-ranging Online Data for Epidemiologic Research Multiple Cause of Death database. Deaths among adults aged ≥15 years were included when both depressive disorders (ICD-10 F32/F33) and digestive diseases (ICD-10 K00–K92) were recorded on death certificates. Crude mortality rates and age-adjusted mortality rates (AAMRs) were calculated per 100,000 population. Temporal trends were assessed using Joinpoint regression, and analyses were stratified by demographic and geographic characteristics. Disease-specific temporal trends were additionally evaluated for major digestive disease categories.ResultsFrom 1999 to 2024, 51,693 deaths with co-recorded depressive disorders and digestive diseases were identified. Annual deaths increased from 1,269 to 3,268, and the AAMR increased from 0.61 to 0.95 per 100,000 population. Joinpoint analysis identified significant increases during 1999–2003 (APC, 3.70%), 2010–2017 (APC, 2.51%), and 2017–2021 (APC, 10.94%), with declines during 2003–2010 (APC, −3.16%) and 2021–2024 (APC, −3.20%). Females had higher AAMRs than males, and older adults experienced the highest crude mortality rates. Mortality rates were higher among non-Hispanic White individuals and nonmetropolitan populations. The AAMR increased sharply during 2020–2021 and remained elevated in 2024 compared with the pre-pandemic level. Disease-specific analyses showed significant full-period increases for liver diseases (K70–K76; AAPC, 4.76%), gallbladder, biliary tract, and pancreatic diseases (K80–K86; AAPC, 3.04%), and esophageal, gastric, and duodenal diseases (K20–K31; AAPC, 2.48%).ConclusionsDeaths with co-recorded depressive disorders and digestive diseases increased among U.S. adults from 1999 to 2024, with substantial demographic, geographic, and disease-specific heterogeneity. These findings support integrated management of mental health and digestive diseases in high-risk populations. Because this study used aggregate death-certificate data and included only co-recorded cases, the findings describe mortality patterns rather than associations or causal relationships between depressive disorders and digestive diseases.

Transcranial pulse stimulation in the treatment of cognitive disorders of aging: a systematic review

IntroductionNon-invasive brain stimulation techniques, specifically transcranial pulse stimulation (TPS) are of increasing interest due to their potential to fill in gaps left by current pharmacological treatments in cognitive disorders of aging. The current review’s aims were to systematically determine what cognitive disorders of aging have been studied with TPS as a treatment and to narratively summarize what is known about the effectiveness of TPS treatment in the aging subpopulation through neurocognitive performance metrics and neuroimaging metrics.MethodsThis review is PRISMA 2020 compliant. Searches were conducted in PubMed, PsycINFO (through PsycNET to include all APA Databases), Embase, and Scopus. Title/Abstract screening, full text screening, and extraction were completed by two independent reviewers with discrepancies worked out through discussion. Outcomes were systematically chosen for formal analysis where dual reviewers completed risk of bias and certainty of evidence assessments, and remaining outcomes were synthesized narratively.Results11 studies were included, consisting of 10 nonrandomized studies and 1 randomized controlled trial (RCT). Due to follow ups and suspected cohort overlap, the 11 studies are not representative of 11 independent patient cohorts. Included studies examined Alzheimer’s Disease and related dementias, mild neurocognitive disorder, mild cognitive impairment and Parkinson’s Disease through a variety of neurocognitive performance metrics and neuroimaging metrics. Formal synthesis showed a preliminary trend for positive change from before to after stimulation, particularly in neuropsychological batteries measuring global cognition, however number of contributing results and overall certainty of evidence were both very low. Neuroimaging results varied with trends of statistically significant functional changes, though also limited by limited literature and low certainty.DiscussionThough there is a continued need for high quality research and randomized controlled trials using TPS in the treatment of neurocognitive disorders of aging, the current evidence indicates potential for promising changes in neurocognitive performance metric outcomes and functional neuroimaging measures from before to after stimulation pending additional controlled trials. Though there is currently not enough high quality evidence to support clinical recommendations, what is known could support the use of TPS in the treatment of neurocognitive disorders of aging should RCTs continue to support positive improvements associated with this non-invasive intervention.Systematic review registrationhttps://www.crd.york.ac.uk/PROSPERO/, identifier CRD420251246424.

Dance-based exercise for healthy brain aging in older adults: integrating neuroplasticity, cognitive reserve, physical fitness, social engagement, and mental well-being

Population aging brings rising difficulties associated with cognitive deterioration, diminished physical capabilities, social isolation, and increased susceptibility to mental health problems. Finding accessible, multidomain approaches to promote healthy brain aging has become a major priority. Dance-based exercise is a distinctive form of physical activity that combines aerobic movement, motor coordination, cognitive involvement, social interaction, and emotional expression. Previous systematic reviews and meta-analyses have largely quantified isolated physical or cognitive outcomes following dance interventions. However, an accurate understanding of healthy brain aging requires synthesizing how these separate domains interact. This narrative review adds to the current literature by providing an integrated conceptual framework that connects the neurobiological, physical, and psychosocial dimensions of dance-based exercise. Rather than pooling isolated effect sizes, we examine theoretical mechanisms (e.g., task-specific neuroplasticity and cognitive reserve) that plausibly link multidomain elements of dance to brain aging; these mechanisms are primarily hypothesis-generating in the context of existing dance trials. This narrative review examines the potential mechanisms by which dance-based exercise may support healthy brain aging in older adults, emphasizing neuroplasticity, cognitive reserve, physical fitness, social participation, and psychological well-being. The evidence available indicates that dance-based interventions may be linked to gains in cognitive functioning, especially executive abilities and attention, along with improvements in balance, mobility, and functional performance. In addition, the social and enjoyable character of dance may help foster better psychological outcomes and emotional well-being, although current evidence specifically concerning loneliness remains mixed. However, differences across study designs, intervention protocols, participant characteristics, and outcome measures constrain the ability to draw definitive conclusions about causality and the most effective intervention parameters. New evidence suggests that dance-based exercise may offer a promising multidomain strategy for strengthening resilience and supporting brain health throughout aging. Further rigorously designed longitudinal studies and randomized controlled trials are required to elucidate the underlying mechanisms, determine which populations are most responsive, and develop evidence-based guidance for incorporating dance-based interventions into healthy aging and geriatric mental health approaches.

Risk and protective factors for suicidality in older adults: an umbrella review and framework for multidimensional suicide risk assessment

IntroductionSuicidality in older adults is a major public health concern influenced by psychiatric, psychological, physical, functional, social, and socioeconomic factors. However, the evidence remains fragmented, and protective factors have received substantially less attention than risk factors.MethodsThis umbrella review followed JBI methodology and was reported in accordance with the PRISMA 2020 statement. PubMed, Scopus, and Web of Science were searched from inception to 30 June 2026 for systematic reviews and/or meta-analyses examining risk or protective factors for suicidal ideation, suicidal behavior, suicide attempts, suicide death, or self-harm in adults aged 50 years or older. Methodological quality was assessed using the JBI Critical Appraisal Checklist. Overlap was evaluated using the corrected covered area.ResultsEighteen systematic reviews were included, comprising 551 eligible primary-study occurrences and 423 unique publications. Depression and other mental disorders showed the strongest and most consistent associations with suicidality. Other substantial and recurrent risk indicators included loneliness, chronic pain, disability, and psychiatric comorbidities. Associations varied across suicidal ideation, suicide attempts, suicide death, and self-harm. Evidence regarding protective factors was less extensive. Purpose or meaning in life, resilience, psychological well-being, social support, connectedness, and sense of belonging were the most consistently reported protective factors.ConclusionsLate-life suicidality is associated with interacting psychiatric, physical, functional, and social factors. Clinical practice may benefit from the use of brief, multifaceted screening tools in routine care to capture these co-occurring vulnerabilities. Ultimately, suicide risk assessment in older adults must move beyond a narrow disorder-based approach toward multidisciplinary models that seamlessly integrate mental health with physical and psychosocial indicators.Systematic Review Registrationhttps://www.crd.york.ac.uk/PROSPERO/view/CRD420261458149, identifier CRD420261458149.

Modeling of Therapist-Client Dynamics in Psychotherapy Using Large Language Model–Based Assessments: Retrospective Observational Study of 1573 Psychotherapy Sessions

<strong>Background:</strong> Psychotherapy is a primary treatment for many mental health conditions, yet the dynamic interplay among therapist behaviors, client responses, and the therapeutic relationship remains difficult to disentangle at scale. Traditional process research relies on labor-intensive human coding, limiting the ability to model moment-to-moment therapeutic dynamics across large datasets. <strong>Objective:</strong> This study aimed to develop and validate a computational framework for modeling therapist-client interaction processes and to examine how therapist behaviors and relational qualities relate to client self-disclosure and emotional expression in psychotherapy sessions. <strong>Methods:</strong> We developed automated assessment pipelines using large language models (LLMs) to measure therapist behaviors (empathy or exploration), relational quality (rapport), and client outcomes (self-disclosure, self-directed negative emotion, or outward-directed negative emotion). Model-generated scores were validated against human annotations. We then applied these measures to approximately 2000 hours of psychotherapy transcripts from the Alexander Street corpus. This yielded an estimation sample of 119,233 client utterances from 1573 sessions and 37 clients. Because utterances are nested within sessions and sessions within clients, we estimated a saturated multivariate structural equation model with SEs clustered at the session level. Results were confirmed in a multilevel regression model with random intercepts for session and client. <strong>Results:</strong> Following comparative validation of 6 candidate language models, automated measures showed good to excellent agreement with human annotations (intraclass correlation coefficient [ICC]=0.60-0.81) for rapport (ICC=0.81), self-disclosure (ICC=0.78), empathy components (ICC=0.60-0.75), and emotion measurements (ICC=0.66-0.80). Structural equation modeling analyses revealed that therapist empathy and exploration were each associated with increased client disclosure (empathy: β=.086, 95% CI 0.078-0.095; exploration: β=.086, 95% CI 0.078-0.094; both <i>P</i>&lt;.001) and increased expression of self-directed negative emotions, comprising sadness, anxiety, fear, and depression (empathy: β=.118, 95% CI 0.110-0.127; exploration: β=.078, 95% CI 0.070-0.087; both <i>P</i>&lt;.001). Both behaviors were also associated with reduced expressions of enjoyment (empathy: β=–.037; exploration: β=–.041; both <i>P</i>&lt;.001). Surprisingly, rapport in the prior session showed no association with client self-disclosure or negative emotion expression. <strong>Conclusions:</strong> This study demonstrates that LLM-based measurement combined with structural modeling can capture core therapeutic processes at scale. Empathy and exploration showed small but consistent turn-level associations with client disclosure and emotional expression, whereas prior-session rapport did not show a robust association. These findings provide a computational foundation for precision modeling of psychotherapy processes and may offer actionable insights for scalable therapist training and AI-supported clinical education systems.

An Unfortunate Loop: How the OCD Care Crisis Delays Research

By Boris Litvin, MA

In December 2025, the IOCDF released its first white paper America’s OCD Care Crisis: National Findings on the Failure of Effective OCD Treatment to Reach Patients. Based on healthcare data from over 10 million Americans, we showed that only 0.69% from this group were either diagnosed with or were very likely to have OCD. Compared to the lifetime prevalence rate of 2.3% in the U.S. population (Ruscio et al., 2010), our findings show that OCD is underdiagnosed by health professionals in the US. Within this group of OCD patients, more than 80% of them do not receive the recommended, evidence-based psychotherapy for OCD — cognitive behavioral therapy (CBT) and exposure and response prevention (ERP).

Unfortunately, a similar trend is shown with pediatric OCD. Losing Childhood to America’s OCD Care Crisis: The State of Pediatric OCD Care in the United States, our recent follow-up paper that focuses solely on children and adolescents with OCD from the same dataset, showed that only 0.74% were diagnosed or detected by clinicians to have OCD; more than 64% of those diagnosed/detected were never referred to any kind of CBT, including ERP.

These results show a real crisis that affects not only people with OCD, but their families and communities. Millions of Americans continue to suffer needlessly from their OCD not being caught by healthcare professionals; even if it is, it is shocking that evidence-based treatment is not being recommended or offered by professionals, despite ample research and clinical evidence that supports its use.

Our recommendations from both papers include: (1) increasing routine screening for better and faster detection of OCD in healthcare settings; (2) improving clinical training; (3) promoting adherence to existing professional standards for OCD treatment; and (4) raising accurate awareness about OCD. We hope these white papers support our overall IOCDF mission: to ensure that everyone impacted by OCD and related disorders has immediate access to effective treatment, support, and opportunities for diagnosis. The fact that countless OCD patients, and their families and loved ones, suffer immensely every day from these lacks is tragic.

However, our findings and recommendations should also bring attention to, and benefit, another group: the researchers and their findings.

Why Is Research Important?

Simply put, we know that CBT and ERP, as well as selective serotonin reuptake inhibitor (SSRI) medications, are the evidence-based, first-line treatments for OCD — through research. We are discovering how to make these treatments better, and which other therapies can be promising to help people with OCD recover or even achieve remission — through research. Finally, we know what OCD is, and isn’t — through research. The work of dedicated teams of professors, students, and statisticians since the 1980s led us to understand how OCD operates, and to give patients and their families the skills and knowledge of how to fight it. We have come far since the days when OCD was considered a neurosis or a character flaw, and evidence-based treatments were not available. (At the same time, we still have much work to do.)

For a therapy to be considered scientifically effective, it must undergo trials that carefully examine it and compare it to a different therapy or a “control” group (the absence of a therapy). This work takes diligent planning, resources, and effort on the part of both researchers and participants. It is common for studies to be conducted over the course of several years, and for results to be reviewed for months before they are published in reputable scientific journals. Once they are published, they serve as records for clinicians and healthcare professionals on whether a therapy can help or harm someone with OCD. They also serve to inform other scientists of the work that has been done, and to inspire future necessary research.

To ensure that their studies can accurately represent the OCD experience and test out a theory or therapy with precision, most researchers recruit patients who have been, first and foremost, diagnosed with OCD in the past. The participants in a study need to be representative, after all.

This is where we run into a problem.

How Does OCD Research Work?

Here’s a quick rundown.

A study sample should reasonably represent a population. Scientists recruit participants who have been truly diagnosed with a condition to participate in their studies, so that results can reasonably show that a treatment works (or does not) for, or that there are (or are not) certain characteristics present, in people who have been diagnosed. There are some studies that may recruit people who believe that they may have a condition, and some that take samples from the public and extrapolate about a condition, but these are generally not used for determining serious qualities such as whether treatments work.

When it comes to OCD, to test how to make existing therapies like CBT and ERP become more accessible, participants have to be diagnosed with OCD to be eligible to receive this in the first place. This is the same when it comes to medication trials; medications cannot legally be prescribed and properly dosed without a diagnosis. And what about people with “treatment-resistant OCD”, for whom evidence-based therapies have not worked effectively? They can be eligible to receive stronger forms of therapy, such as neuromodulation (like transcranial magnetic stimulation (TMS) or deep brain stimulation (DBS). But first, they need to have demonstrated that psychotherapies and medications have not worked for them. And to access those in the first place, they need to have been diagnosed. Thankfully, there are many research studies that look at how to improve the lives of people with treatment-resistant OCD by reducing their symptoms. However, they definitely must recruit people who qualify as treatment-resistant, and who ultimately have begun their treatment journey by receiving a diagnosis.

OCD studies, especially those that look at treatment, have less participants compared to other mental health disorders which are diagnosed more by healthcare professionals. Unfortunately, it is far too common for OCD studies to run for longer than planned, simply because there aren’t enough participants diagnosed with OCD that can be recruited in time. Every study has its own unique criteria given what it is testing — a psychotherapy, a medication, or a mood tracker — but the common factor is that a participant has to be diagnosed with OCD in the first place.

An Unfortunate Loop

Our white papers showed that the vast number of people who have OCD in the US, whether they are children, adolescents, or adults, appear to not be diagnosed with it in healthcare settings. We propose (based on existing research) that it stems from a variety of reasons, such as lack of knowledge by and training for healthcare professionals, stigma about discussing OCD (whether because of the discomfort surrounding symptoms, cultural and gender differences in terms of seeking and receiving mental health care, or other reasons), lack of awareness by families and loved ones, and a host of other reasons.

However, if researchers need people who have been diagnosed with OCD to take part in their studies to move OCD science and treatments forward, we’re stuck in an unfortunate loop. This is holding back teams of treatment researchers from testing how to strengthen existing therapies, and knowing whether new and potentially more effective therapies work. It’s holding back geneticists from understanding how genes and environmental factors shape the development of OCD. It interferes with neuroscientific work into finding the brain regions that play a role in OCD, and how they can be best targeted to reduce symptoms. Finally, this loop interferes with the scientists whose aim is to better understand what OCD looks like in the first place: the stigma and misunderstanding preventing people from seeking a diagnosis and receiving treatment, the socioeconomic dimensions of the disorder, and other similar factors. The less people are properly diagnosed, the less they can opt to participate in studies, and what we know as evidence-based is slower to become apparent — or cannot be realized at all.

Existing evidence-based treatments work, but they unfortunately can’t work for everyone. Yet the pace of understanding what can work, whether through a new discovery or an update of something tried and true, is slower than it should be. If healthcare professionals can’t spot OCD — and can’t refer them to trusted treatments based on formal guidelines even if it is spotted — patients (1) can’t have the knowledge to consider next steps; (2) can’t access therapies that can improve their lives; and (3) can’t contribute to ongoing research.

What Can We Do?

First, I hope that reading this post brought light to the issue that researchers face from the OCD care crisis, and the consequences that stem from it. Gaining awareness and spreading the word to others is the first step, and we hope that the white papers can make a difference.

You can access our first white paper, America’s OCD Care Crisis, here, and our second, Losing Childhood to America’s OCD Care Crisis, here.

The IOCDF has created many resources for anyone who is interested, and we hope that they can inform, help, and empower all who come across them.

For researchers, I hope this inspires a conversation and increased advocacy. More accurate diagnoses and treatment recommendations can break the loop over time and lead to better opportunities for research.

If you’d like to promote your research study, please consider visiting our “Research Participants Sought” page on our website and submitting an advertisement.

Please stay tuned for our 2027 Research Grant Awards announcement, and consider applying for the 2027 Research Symposium and Poster Sessions at the 32nd Annual OCD Conference.

For non-researchers, you can find studies to participate in through our “Research Participants Sought” page. Researchers from labs in the US and Canada promote their studies there, and many don’t require an in-person visit.

For clinicians and healthcare professionals, please visit the IOCDF’s OCD Treatment Guide, where you can find up-to-date information about evidence-based therapies, medications, and interventions for OCD.

Finally, if you’d like to donate to our Research Grant Program, please click here. The IOCDF is proud to have funded outstanding research about OCD and related disorders across three decades, and it is only possible thanks to the generosity of donors like you.

 

Reference:

Ruscio, A. M., Stein, D. J., Chiu, W. T., & Kessler, R. C. (2010). The epidemiology of obsessive-compulsive disorder in the National Comorbidity Survey Replication. Molecular psychiatry, 15(1), 53–63. https://doi.org/10.1038/mp.2008.94

 

About the Author:

Boris Litvin, MA, is the IOCDF’s Research Communications Specialist. He is a co-author of America’s OCD Care Crisis: National Findings on the Failure of Effective OCD Treatment to Reach Patients and Losing Childhood to America’s OCD Care Crisis: The State of Pediatric OCD Care in the United States.

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