Ray C. Hsiao’s research while affiliated with Washington School of Psychiatry and other places

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Publications (110)


Cross‐Correlation Analysis of Monthly Google Search Volume and Suicide in Taiwan, 2012–2022
  • Article

June 2025

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9 Reads

Cheng-Fang Yen

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Ray C. Hsiao

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Background: The present study investigated the 1‐month, 2‐month, and 3‐month prospective associations of Google search terms with suicide in Taiwan from 2012 to 2022. Methods: We analyzed daily suicide data from Taiwan’s Cause of Death Statistics between January 1, 2012, and December 31, 2022. Data on Google search volumes for 37 terms related to suicide‐related, socioeconomic status, familial problems, and physical and psychiatric problems were extracted from Google Trends. Cross‐correlation coefficients between monthly Google search term volumes and monthly suicide were calculated at lags of 3 months (lag‐3), 2 months (lag‐2), and 1 month (lag‐1). Results: The monthly Google search volumes of two terms, “pain” and “Taiwan economy”, positively predicted monthly suicide in the total population. The search term “hypnotic” lag‐3 negatively correlated with monthly suicide in the population aged ≥65. The search term “allergy” lag‐1 positively correlated with monthly suicide in the population aged ≥65. Conclusions: The monthly Google search terms of “pain” and “Taiwan economy” positively correlated with monthly suicide. The search terms “hypnotic” and “allergy” negatively and positively correlated with monthly suicide in the population aged ≥65, respectively. These terms may enable more accurate forecasting of future suicides.




Associations Between Peer Victimization and Aggression and Three Types of Domestic Violence in Adolescents with Attention-Deficit/Hyperactivity Disorder
  • Article
  • Full-text available

March 2025

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18 Reads

Background/Objectives: Peer victimization and aggression can be detrimental to the physical and mental health of adolescents. Adolescents with attention-deficit/hyperactivity disorder (ADHD) are one of the risk groups involved in peer victimization and aggression. The association between multiple types of domestic violence and engagement in peer victimization and aggression warrants more examination in adolescents with ADHD. This study examined the associations of parent-to-child aggression (PCA), witness to domestic violence (WDV), and child-to-parent violence (CPV) with the experiences of peer victimization and aggression among adolescents with a clinical diagnosis of ADHD in Taiwan. Materials and Methods: In total, 247 adolescents with ADHD (206 boys and 41 girls, mean age [SD] = 13.2 [2.0] years) agreed to participate in this study. Adolescents’ peer victimization and aggression, PCA, WDV, and CPV in the previous year were collected. Results: This study found that 28.3% and 12.6% of adolescents with ADHD reported experiences of peer victimization and aggression, respectively. The rates of having PCA, WDV, and CPV ranged from 38.1% to 56.3%. The results of multivariable logistic regression analysis found that child-to-parent financial demand (p = 0.016) and child-to-parent control or domination (p = 0.018) significantly correlated with the experiences of peer victimization. PCA (p = 0.010) and child-to-parent control or domination (p = 0.042) significantly correlated with the experiences of peer aggression. Conclusions: The results of this study show that both CPV and PCA significantly correlate with the experiences of peer victimization and aggression in adolescents with ADHD. CPV and PCA should be included in adolescent prevention programs.

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Cross-validation for the first and second parts of the Child-to-Parent Violence Questionnaire (CPV-Q-I of CPV-Q-II) between parent and child reports. Note: Pc_agg = the first part of Child-to-Parent Violence Questionnaire parent report; Cc_agg = the first part of the Child-to Parent Violence Questionnaire child report; aggF1 = Psychological Aggression factor; aggF2 = Physical Aggression factor; aggF3 = Financial Aggression factor; aggF4 = Control/Domain factor; Pc_rea = the second part of the Child-to-Parent Violence Questionnaire parent report; Cc_rea = the second part of the Child-to-Parent Violence Questionnaire child report; reaF1 = Instrumental Reason factor; reaF2 = Reactive Reason factor. (a) with CPV-Q-I, (b) with CPV-Q-II.
Concurrent validity of the first part of the Child-to-Parent Violence Questionnaire (CPV-Q-I) and the second part of the Child-to-Parent Violence Questionnaire (CPV-Q-II). Note. Red box indicates how CPV-Q-I and CPV-Q-II associate with external criteria; P_CBCL_9 = Internalizing Problems; P_CBLC_10 = Externalizing Problems; P_CBCL_15 = Attention Deficit/Hyperactivity Problems; P_CBLC_16 = Oppositional Defiant Problems; P_CBCL_17 = Conduct Problems; Pc_agg = the first part of the Child-to-Parent Violence Questionnaire parent report; Cc_agg = the first part of the Child-to Parent Violence Questionnaire child report; aggF1 = Psychological Aggression factor; aggF2 = Physical Aggression factor; aggF3 = Financial Aggression factor; aggF4 = Control/Domain factor; Pc_rea = the second part of the Child-to-Parent Violence Questionnaire parent report; Cc_rea = the second part of the Child-to-Parent Violence Questionnaire child report; reaF1 = Instrumental Reason factor; reaF2 = Reactive Reason factor. (a) with CPV-Q-I parent report, (b) with CPV-Q-I child report, (c) with CPV-Q-II.
Factor loadings and fit indices in the confirmatory factor analysis of the second part of the Child-to-Parent Violence Questionnaire (CPV-Q-II).
Cont.
Measurement invariance findings across age subsamples for the four measures.
Psychometric Properties of the Chinese Version of the Child-to-Parent Violence Questionnaire in Adolescents with Attention-Deficit/Hyperactivity Disorder

March 2025

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29 Reads

Purpose: Child-to-parent violence (CPV) is a major concern for adolescents with attention-deficit/hyperactivity disorder (ADHD). The Child-to-Parent Violence Questionnaire (CPV-Q) is a valid instrument for assessing a wide variety of CPV behaviors and the reasons; however, the psychometric properties of the Chinese version of CPV-Q (C-CPV-Q) in adolescents with ADHD have not been examined yet. This study examined the psychometric properties of both child and parent versions of C-CPV-Q in adolescents with ADHD. Participants and Methods: In total, 247 adolescents with ADHD and their parents participated in the study. Confirmatory factor analyses (CFAs) were conducted to examine the factor structure for CPV types and reasons. Internal consistency, cross-validation, and concurrent validity of the parent and child versions of C-CPV-Q were also evaluated. Results: The results of CFA found that both child and parent versions of the C-CPV-Q contained four domains of CPV types and two domains of CPV reasons in adolescents with ADHD. The correlations between parent and child reports of the C-CPV-Q assessing the same factors were stronger than those assessing different factors. Concurrent validity of the C-CPV-Q was supported by their positive correlations with internalizing, externalizing, attention deficit/hyperactivity, oppositional defiant, and conduct problems. Except for the financial aggression factor, the entire C-CPV-Q had acceptable internal consistency. Conclusions: The results indicate that the child and parent versions of the C-CPV-Q are valid instruments for assessing a wide variety of CPV behaviors and the reasons among adolescents with ADHD.


Participant characteristics (n = 257)
Predictors of the Fear of COVID-19 in Individuals with Schizophrenia: a Prospective Study

March 2025

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12 Reads

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1 Citation

International Journal of Medical Sciences

Purpose: The fear of COVID-19 can result in psychological distress and mental health problems. Individuals with schizophrenia (IWSs) are especially vulnerable to contracting COVID-19. This study with a 1-year follow-up examined whether individual characteristics (sociodemographic characteristics, schizophrenia symptoms, depression, and self-esteem) or factors related to individual-environmental interaction (self-stigma, loneliness, and perceived social support) predicted the level of fear of COVID-19 (FC) among IWSs. Patients and methods: In total, 257 IWSs (out of an initial pool of 300 IWSs) were enrolled, and their baseline data were collected. FC was assessed using the Fear of COVID-19 Scale at 1 year after the onset of the study. The associations of baseline factors with FC 1 year later were analyzed using bivariable and multiple linear regression analysis. Results: Bivariable linear regression results demonstrated that being a woman (p < 0.05), being unemployed (p < 0.05), having depression (p < 0.001), having low self-esteem (p < 0.05), experiencing loneliness (p < 0.01), and having feelings of self-stigma (p < 0.001) significantly predicted FC 1 year later. A multiple linear regression model further indicated that having feelings of self-stigma significantly predicted FC 1 year later (p < 0.01). Conclusion: Clinicians and policymakers should consider the predictors identified in this study when designing interventions to reduce FC among IWSs.



Correlation matrix for the variables.
Associations of online sexual risk behaviors with quality of family relationships, impulsivity, and ADHD: Multivariable logistic regression analysis.
Online Sexual Risk Behaviors in Adolescents: Roles of Family Relationships, Impulsivity, and Attention-Deficit/Hyperactivity Disorder

September 2024

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50 Reads

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1 Citation

Purpose: This study examined the associations of passive and active online sexual risk behaviors with perceived family relationships, impulsivity, and attention-deficit/hyperactivity disorder (ADHD). Participants and methods: A total of 176 adolescents with ADHD and 173 adolescents without ADHD participated in this study. The participants’ parents rated their parenting style on the Parental Bonding Instrument. The adolescents self-reported their lifelong experiences of passive and active online sexual risk behaviors, perceived family relationship quality on the family domain of the Taiwanese Quality of Life Questionnaire for Adolescents, and three domains of impulsivity on the Barratt Impulsiveness Scale version 11. Multivariable logistic regression was used to examine the associations of online sexual risk behaviors with perceived family relationships, impulsivity, and ADHD. Results: Overall, 114 participants (32.7%) reported passive forms of online sexual risk behaviors, and 49 (14.0%) reported active online sexual risk behaviors. Lack of foresight and self-control was significantly associated with passive online sexual risk behaviors (p = 0.003). Good family relationship was significantly associated with a decreased risk of active online sexual risk behaviors (p = 0.011), whereas seeking novelty and making decisions hastily was significantly associated with an increased risk of active online sexual risk behaviors (p = 0.048). ADHD diagnosis and inability to plan were not significantly associated with online sexual risk behaviors (p > 0.05). Conclusion: A high proportion of Taiwanese adolescents reported exhibiting online sexual risk behaviors. The factors related to the manifestation of these behaviors should be considered when designing relevant intervention programs.



Demographic characteristics, gestational age, and common eye diseases in children with ASD and children without ASD
Associations between ASD and common eye conditions in children
Risks of Hyperopia, Myopia, Astigmatism, and Strabismus in Children With Autism Spectrum Disorder: A Nationwide, Population-Based Cohort Study

September 2024

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10 Reads

Revista Brasileira de Psiquiatria

Objective: In this population-based cohort study, we compared the risks of incident hyperopia, myopia, astigmatism, and strabismus between children with autism spectrum disorder (ASD) and children without ASD. Methods: This study included children who were born in Taiwan at any time between 2004 and 2017. Data were collected from the Taiwan Maternal and Child Health Database. We included 20,688 children with ASD and 2,062,120 matched controls to estimate the risks of incident hyperopia, myopia, astigmatism, and strabismus. Cox proportional hazards regression models were constructed for risk assessment. The models were adjusted for sex, calendar year of birth, and gestational age at birth. Statistical significance was determined by calculating adjusted hazard ratios (aHRs) and 95% confidence intervals (CIs). Results: Children with ASD had higher risks of incident hyperopia (aHR: 1.78; 95% CI: 1.70-1.86), myopia (aHR: 1.27; 95% CI: 1.24-1.30), astigmatism (aHR: 1.51; 95% CI: 1.46-1.56), and strabismus (aHR: 2.18; 95% CI: 2.05-2.32) than did those without it. Conclusion: Clinicians should screen children with ASD for potential ophthalmic conditions. Further studies are required to elucidate the mechanisms underlying the associations between ASD and ophthalmic diseases. The roles of types and severities of ASD symptoms in detecting ophthalmic disease also requires further study.


Citations (78)


... Either way, vaccination studies indicate that people with schizophrenia have been vaccinated significantly less than the general population and that vaccination in this group decreases with increasing age [48,55,56]; even schizophrenia itself has been linked to vaccine refusal [57]. However, the results on the influence of gender are mixed, with some studies indicating that men are more likely to be unwilling to become vaccinated [55], or that women are more likely to be unwilling [56,58], or that there is no association with sex [48,51]. It has also been pointed out that vaccination in people with schizophrenia is associated with increased comorbidity [6,56]. ...

Reference:

From Pandemic to Prevention: Insights from COVID-19 Vaccination Attitudes in Individuals with Schizophrenia
Predictors of the Fear of COVID-19 in Individuals with Schizophrenia: a Prospective Study

International Journal of Medical Sciences

... Effective prevention and intervention strategies for peer victimization and aggression require school and parent collaboration [27]. However, schools and parents often have difficulties communicating and working together to help children with ADHD [28]. Identifying the factors related to the experiences of peer victimization and aggression is important for developing intervention programs for bullying in adolescents with ADHD. ...

Development of the Difficulties in Communicating with Teachers Scale Among Parents of Children with ADHD
  • Citing Article
  • March 2025

Research in Developmental Disabilities

... A vast majority of the studies that have focused on the causes and consequences of fear of major global conflicts have been conducted by social and political psychologists, and, therefore, most of the current knowledge on the topic relates to those fields. In this regard, the fear of global and nuclear conflicts has been shown to correlate with psychological conditions, such as psychological distress (Yen et al. 2024) and depression (Hajek et al. 2023). Regarding psychological and demographic factors that increase the chances of believing that a major conflict can erupt in the near future, the literature has identified, amongst other factors, lower self-control and lower self-esteem (Mayton 1986), favouring the preservation of the social order (Boehnke and Schwartz 1997), being female (Schatz andFiske 1992, Lauriola et al. 2024) and being younger (Lauriola et al. 2024). ...

Perceived threat of potential military conflicts between Taiwan and China and psychological distress among Taiwanese individuals: A population‐based study
  • Citing Article
  • September 2024

Psychiatry and Clinical Neurosciences

... Parenting difficulties during the COVID-19 pandemic were assessed using the 31-Item Parenting Difficulties in Infectious Disease Pandemic Inventory (PDIDPI). 39 The PDIDPI explores seven factors: infection, school and learning, life changes, care burden, daily activities, health-care access, and emotional and behavioral responses. 39 Responses were rated on a 4-point scale with end points ranging from 0 (not challenging at all) to 3 (extremely challenging). ...

Development of parenting difficulties in infectious disease pandemic inventory
  • Citing Article
  • July 2024

Pediatrics International

... The psychological distress of caregivers can be examined using the family adjustment and adaptation responses (FAAR) model [16,17], which suggests that psychological distress arises when the stressors and demands faced by the family surpass their current coping capacity. The exacerbation of ADHD symptoms, along with associated emotional and sleep problems, can be considered as one of the stressors and demands contributing to this distress during the pandemic [18][19][20]. Firstly, caregivers experience worries and concerns due to reduced compliance with infection control procedures (such as hand-washing and mask-wearing) in their children with ADHD, as hyperactivity, restlessness and opposition symptoms may disrupt the performance of these tasks [21]. ...

Parenting stress, anxiety, and sources of acquiring knowledge in Taiwanese caregivers of children with attention-deficit/hyperactivity disorder

BMC Public Health

... With the rapid development of the Internet, online communication and interaction have become an integral part of daily life. Internet altruistic behavior (IAB) exhibited in online interpersonal interactions, such as encouragement, support, sharing, and guidance, has increasingly attracted scholarly attention and research interest (Peng et al., 2024; ...

Internet Altruistic Behaviors in Adolescents: Roles of Attention-Deficit/Hyperactivity Disorder, Impulsiveness, and Perceived Social Support

... The PMT has also been effectively used in caregiver-mediated interventions for pediatric populations. These include improving children's asthma symptoms [34]; oral health [35]; enhancing treatment adherence in muscular dystrophy [36]; promoting COVID-19 vaccination uptake [37]; and mitigating risks related to sexual abuse [38], pornography exposure [39], online hazards [40], and secondhand smoke [41]. Given the PMT's validated effectiveness in child health management across these applications, we propose it as a theoretically grounded framework for guiding our online cognitive behavioral intervention for pediatric atopic diseases. ...

Prospective and Cross-Sectional Factors Predicting Caregiver Motivation to Vaccinate Children with Attention-Deficit/Hyperactivity Disorder against COVID-19: A Follow-Up Study

... This finding contrasts with that of a study involving the parents of healthy children, which found that parenting a boy or a younger child was associated with experiencing an increased level of parenting difficulties during the pandemic. 69 This discrepancy suggests that predictors of parenting stress differ between the caregivers of adolescents with ADHD and caregivers of younger healthy children. Although low educational level and older child age were found to be associated with experiencing an increased level of difficulty in managing children's smartphone use during the pandemic, 30 we found that the correlates of multidimensional parenting difficulties were distinct from those related to managing smartphone use. ...

Factors related to parenting difficulties and depression in the COVID‐19 pandemic

... Consequently, Taiwanese citizens are increasingly aware of the threat of potential military con ict with China [13]. ...

Associations of China’s Military Activities in the Peripheries of Taiwan With Suicide Death and Internet Searches for Depression, Suicide, and Emigration Among Individuals in Taiwan
  • Citing Article
  • December 2023

Asian Journal of Psychiatry

... This prospective survey study included participants from a study conducted between June 2018 and May 2021. 35,36 Individuals were recruited from three child and adolescent psychiatric outpatient clinics in two general hospitals in southern Taiwan. The eligibility criteria were as follows: being the primary caregiver of an adolescent (age: 10-16 years) with ADHD diagnosed in accordance with the Diagnostic and Statistical Manual of Mental Disorders, Fifth Edition. ...

Caregiver Beliefs in the Overemphasis of the Education System on Academic Performance as an Etiology of Attention-deficit/Hyperactivity Disorder
  • Citing Article
  • December 2023

Taiwanese Journal of Psychiatry