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Fivush R, Salmon K. Maternal reminiscing as critical to emotion socialization. Ment Health Prev 2023; 30:200281. [PMID: 37193550 DOI: 10.1016/j.mhp.2023.200281] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Revised: 05/01/2023] [Accepted: 05/03/2023] [Indexed: 05/18/2023]
Abstract
Background In the wake of the COVID-19 pandemic, the central importance of socioemotional skills in positive child development has become even more apparent. Prevalent models of emotion socialization emphasize the importance of parent-child talk as a critical socialization context. Purpose Autobiographical reminiscing about the child's lived experience may be a particularly effective form of parent-child conversation that facilitates emotion understanding. Method The authors provide a theoretical and empirical review of how maternal reminiscing style impacts specifically on emotion socialization in both typically and atypically developing children. Results Individual differences in maternal reminiscing indicate that highly elaborative reminiscing is related to both better narrative skills and higher levels of emotion understanding and regulation both concurrently and longitudinally. Intervention studies indicate that mothers can be coached to be more elaborative during reminiscing and coaching leads to higher levels of emotion understating and regulation. Conclusions Reminiscing about lived experience allows mothers and children to explore and examine emotions in personally meaningful situations that have real world implications for children's evolving emotion understanding.
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Halpern-Meekin S, Turney K. Romantic Unions and Mental Health: The Role of Relationship Churning. J Health Soc Behav 2022; 64:243-60. [PMID: 36259176 DOI: 10.1177/00221465221126091] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
The stress process perspective suggests that romantic relationship transitions can be stressors that impair mental health. Research on romantic relationships and mental health has ignored one common stressor, on-again/off-again relationships, or churning. Using five waves of data from the Fragile Families and Child Wellbeing Study (N = 3,176), we examine associations between relationship churning and mothers' mental health. We find that mothers experiencing relationship churning have worse mental health than mothers in stably together relationships, net of characteristics associated with selection into relationship instability; these associations persist over four years. Mothers experiencing relationship churning have similar mental health as their counterparts who experience union dissolution (with or without repartnering). Current relationship status and quality explain some of the differences between churning and stably together mothers. Findings emphasize attending to multiple types of family stressors-even stressors and instability in ongoing relationships-and the micro-level ecological factors that shape mental health.
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Quinn KG, Harris M, Sherrod D, Hunt BR, Jacobs J, Valencia J, Walsh JL. The COVID-19, racism, and violence syndemic: Evidence from a qualitative study with Black residents of Chicago. SSM Qual Res Health 2023; 3:100218. [PMID: 36628065 DOI: 10.1016/j.ssmqr.2023.100218] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
The COVID-19 pandemic emerged in the United States in the shadows of a vast history of structural racism and community and police violence that disproportionately affect Black communities. Collectively, they have created a syndemic, wherein COVID-19, racism, and violence are mutually reinforcing to produce adverse health outcomes. The purpose of this study was to understand the COVID-19, racism, and violence syndemic and examine how structural racism and violence contributed to the disproportionate impact of COVID-19 on Black communities. In early 2021, we conducted phenomenological qualitative interviews with 50 Black residents of Chicago. Interview transcripts were coded and analyzed using thematic analysis. We identified four primary themes in our analyses: 1) the intersection of racism and violence in Chicago; 2) longstanding inequities were laid bare by COVID-19; 3) the pervasiveness of racism and violence contributes to poor mental health; 4) and COVID-19, racism and violence emerged as a syndemic. Our findings underscore the importance of addressing social and structural factors in remediating the health and social consequences brought about by COVID-19.
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Affiliation(s)
- Katherine G. Quinn
- Medical College of Wisconsin, Department of Psychiatry and Behavioral Medicine, Center for AIDS Intervention Research (CAIR), Milwaukee, WI, USA,Corresponding author. Medical College of Wisconsin, CAIR, 2071 N. Summit Ave., Milwaukee, WI, 53202, USA
| | - Melissa Harris
- Medical College of Wisconsin, Institute of Health and Equity, Milwaukee, WI, USA
| | - Darielle Sherrod
- Sinai Health System, Sinai Urban Health Institute, Chicago, IL, USA
| | - Bijou R. Hunt
- Sinai Health System, Sinai Infectious Disease Center, Chicago, IL, USA
| | - Jacquelyn Jacobs
- Sinai Health System, Sinai Urban Health Institute, Chicago, IL, USA
| | - Jesus Valencia
- Sinai Health System, Sinai Urban Health Institute, Chicago, IL, USA
| | - Jennifer L. Walsh
- Medical College of Wisconsin, Department of Psychiatry and Behavioral Medicine, Center for AIDS Intervention Research (CAIR), Milwaukee, WI, USA
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Kerig PK. Introduction to the Special Section: Developmental Perspectives on Trauma Exposure and Posttraumatic Stress. J Child Adolesc Trauma 2023; 16:381-90. [PMID: 37234830 DOI: 10.1007/s40653-023-00557-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 05/12/2023] [Indexed: 05/28/2023]
Abstract
This article provides an introduction and overview of the current special section devoted to developmental perspectives on trauma exposure and posttraumatic stress reactions. Although there have been many revisions to the posttraumatic stress disorder (PTSD) diagnosis in the four decades that have ensued since its inclusion in our diagnostic systems, and many decades of empirical and clinical work investigating the differential effects of traumatic stress on children and adolescents, a truly developmental perspective is still lacking in the diagnosis. In a call to address this gap, this article outlines principles of developmental psychopathology as applied to the phenomenology of trauma and points to potential developmental transformations in the expression of posttraumatic stress across developmental epochs. The introduction then goes on to describe the valuable contributions to the literature represented by the six teams of contributing authors to this present special section, in which they discuss stability and change in posttraumatic symptom expression across development, the current state of validation research on the proposed diagnosis of Developmental Trauma Disorder, complex symptom arrays in children who have been complexly traumatized, distinctions between Complex PTSD and emerging personality pathology, developmental perspectives on prolonged grief, and developmental considerations for understanding the intersection between trauma and moral injury. It is hoped that this collection of articles will serve to stimulate new research and inform effective interventions for young persons affected by traumatic stress.
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Affiliation(s)
- Patricia K. Kerig
- Department of Psychology, University of Utah, Salt Lake City, UT 84112 USA
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Yu X, He T, Tan Y, Chi P, Lin X. Intergenerational effects of childhood maltreatment: The relationships among parental childhood emotional neglect, emotional expressiveness and children's problem behaviors. Child Abuse Negl 2023; 140:106147. [PMID: 36965433 DOI: 10.1016/j.chiabu.2023.106147] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/06/2023]
Abstract
BACKGROUND Childhood maltreatment has a severe impact on both the health and parenting styles of abused individuals in adulthood, and it even has a negative impact on the offspring of abused individuals. Although studies have confirmed the intergenerational effects of childhood maltreatment, relatively few have emphasized emotional neglect and its mechanism of intergenerational effects. Additionally, few studies have examined the unique role of fathers and how mothers and fathers interact with one another. OBJECTIVE The current study aimed to employ the actor-partner interdependence mediation model to investigate the relationship between parental childhood emotional neglect and children's problem behaviors, as well as whether parents' positive and negative emotional expressiveness plays a mediating role. METHODS, PARTICIPANTS, AND SETTING In total, 397 dyads of mothers and fathers of children aged 6-9 were recruited and reported their childhood emotional neglect experience and emotional expressiveness, and mothers also rated their children's problem behaviors. RESULTS The findings revealed that (a) maternal childhood emotional neglect was associated solely with mothers' own negative emotional expressiveness, followed by their children's problem behavior and (b) paternal childhood emotional neglect showed no effect on children's problem behavior through fathers' own or their spouses' positive and negative emotional expressiveness. CONCLUSIONS The findings of this study suggest that childhood emotional neglect has intergenerational effects and that mothers' parenting behaviors are relatively important in preventing adverse effects on their children.
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Affiliation(s)
- Xinyi Yu
- School of Psychology, Beijing Normal University, Beijing 100875, China.
| | - Ting He
- Institute of Developmental Psychology, School of Psychology, Beijing Normal University, Beijing 100875, China.
| | - Yuxin Tan
- Institute of Developmental Psychology, School of Psychology, Beijing Normal University, Beijing 100875, China.
| | - Peilian Chi
- Department of Psychology, University of Macau, Taipa 999078, Macau.
| | - Xiuyun Lin
- Institute of Developmental Psychology, School of Psychology, Beijing Normal University, Beijing 100875, China; Beijing Key Laboratory of Applied Experimental Psychology, School of Psychology, Beijing Normal University, Beijing, China.
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An R, Zhang S, Huang X, Lan Y, Cao T, Wan Q. Physical activity trajectories and their determinants in patients with chronic obstructive pulmonary disease: A cohort study. J Clin Nurs 2023. [PMID: 37243430 DOI: 10.1111/jocn.16771] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2022] [Revised: 04/28/2023] [Accepted: 05/15/2023] [Indexed: 05/28/2023]
Abstract
AIMS AND OBJECTIVES The aim was to identify latent trajectories in physical activity (PA) and their determinants in adults with chronic obstructive pulmonary disease (COPD) based on the socio-ecological model. BACKGROUND PA has been linked to poor long-term outcomes in patients with COPD. However, few studies have explored their PA trajectories and their predictors. DESIGN Cohort study. METHODS We used data from a national cohort and included 215 participants. PA was quantified using a short PA questionnaire, and group-based trajectory modelling was used to explore the PA trajectories. Multinomial logistic regression was conducted to identify the predictors of PA trajectories. Generalised linear mixed models were used to elucidate the associations between predictors and PA during follow-up. A STROBE checklist was used to guide the reporting of this study. RESULTS Three PA trajectory patterns were identified among 215 COPD participants with an average age of 60.51 ± 8.87: stable inactive group (66.7%), sharp decline group (25.7%) and stable active group (7.5%). The logistic regression showed that age, sex, income, peak expiratory flow, upper limb capacity, depressive symptoms, the frequency of contact with children were PA predictors. Upper limb capacity weakness and depressive symptoms were found to be associated with a sharp decline in PA during follow-up. CONCLUSIONS This study revealed three PA trajectories among patients with COPD. In addition to strengthening the physical functions and mental health of patients, support from the family, community and society also play a crucial role in promoting PA of patients with COPD. RELEVANCE TO CLINICAL PRACTICE It is essential to identify distinct PA trajectories in patients with COPD to develop future interventions that promote PA. NO PATIENT OR PUBLIC CONTRIBUTION A national cohort study was used and no patients or the public were involved in the design and implementation of this study.
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Affiliation(s)
- Ran An
- School of Nursing, Peking University, Beijing, China
| | - Shifang Zhang
- School of Nursing, Peking University, Beijing, China
| | - Xiuxiu Huang
- School of Nursing, Peking University, Beijing, China
| | - Yue Lan
- School of Nursing, Peking University, Beijing, China
| | - Ting Cao
- School of Nursing, Peking University, Beijing, China
| | - Qiaoqin Wan
- School of Nursing, Peking University, Beijing, China
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Liu GS, Nguyen BL, Lyons BH, Sheats KJ, Wilson RF, Betz CJ, Fowler KA. Surveillance for Violent Deaths - National Violent Death Reporting System, 48 States, the District of Columbia, and Puerto Rico, 2020. MMWR Surveill Summ 2023; 72:1-38. [PMID: 37220104 DOI: 10.15585/mmwr.ss7205a1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/25/2023]
Abstract
Problem/Condition In 2020, approximately 71,000 persons died of violence-related injuries in the United States. This report summarizes data from CDC's National Violent Death Reporting System (NVDRS) on violent deaths that occurred in 48 states, the District of Columbia, and Puerto Rico in 2020. Results are reported by sex, age group, race and ethnicity, method of injury, type of location where the injury occurred, circumstances of injury, and other selected characteristics. Period Covered 2020. Description of System NVDRS collects data regarding violent deaths obtained from death certificates, coroner and medical examiner records, and law enforcement reports. This report includes data collected for violent deaths that occurred in 2020. Data were collected from 48 states (all states with exception of Florida and Hawaii), the District of Columbia, and Puerto Rico. Forty-six states had statewide data, two additional states had data from counties representing a subset of their population (35 California counties, representing 71% of its population, and four Texas counties, representing 39% of its population), and the District of Columbia and Puerto Rico had jurisdiction-wide data. NVDRS collates information for each violent death and links deaths that are related (e.g., multiple homicides, homicide followed by suicide, or multiple suicides) into a single incident. Results For 2020, NVDRS collected information on 64,388 fatal incidents involving 66,017 deaths that occurred in 48 states (46 states collecting statewide data, 35 California counties, and four Texas counties), and the District of Columbia. In addition, information was collected for 729 fatal incidents involving 790 deaths in Puerto Rico. Data for Puerto Rico were analyzed separately. Of the 66,017 deaths, the majority (58.4%) were suicides, followed by homicides (31.3%), deaths of undetermined intent (8.2%), legal intervention deaths (1.3%) (i.e., deaths caused by law enforcement and other persons with legal authority to use deadly force acting in the line of duty, excluding legal executions), and unintentional firearm deaths (<1.0%). The term "legal intervention" is a classification incorporated into the International Classification of Diseases, Tenth Revision, and does not denote the lawfulness or legality of the circumstances surrounding a death caused by law enforcement.Demographic patterns and circumstances varied by manner of death. The suicide rate was higher for males than for females. Across all age groups, the suicide rate was highest among adults aged ≥85 years. In addition, non-Hispanic American Indian or Alaska Native (AI/AN) persons had the highest suicide rates among all racial and ethnic groups. Among both males and females, the most common method of injury for suicide was a firearm. Among all suicide victims, when circumstances were known, suicide was most often preceded by a mental health, intimate partner, or physical health problem or by a recent or impending crisis during the previous or upcoming 2 weeks. The homicide rate was higher for males than for females. Among all homicide victims, the homicide rate was highest among persons aged 20-24 years compared with other age groups. Non-Hispanic Black (Black) males experienced the highest homicide rate of any racial or ethnic group. Among all homicide victims, the most common method of injury was a firearm. When the relationship between a homicide victim and a suspect was known, the suspect was most frequently an acquaintance or friend for male victims and a current or former intimate partner for female victims. Homicide most often was precipitated by an argument or conflict, occurred in conjunction with another crime, or, for female victims, was related to intimate partner violence. Nearly all victims of legal intervention deaths were male, and the legal intervention death rate was highest among men aged 35-44 years. The legal intervention death rate was highest among AI/AN males, followed by Black males. A firearm was used in the majority of legal intervention deaths. When a specific type of crime was known to have precipitated a legal intervention death, the type of crime was most frequently assault or homicide. When circumstances were known, the three most frequent circumstances reported for legal intervention deaths were as follows: the victim's death was precipitated by another crime, the victim used a weapon in the incident, and the victim had a substance use problem (other than alcohol use).Other causes of death included unintentional firearm deaths and deaths of undetermined intent. Unintentional firearm deaths were most frequently experienced by males, non-Hispanic White (White) persons, and persons aged 15-24 years. These deaths most frequently occurred while the shooter was playing with a firearm and were precipitated by a person unintentionally pulling the trigger. The rate of deaths of undetermined intent was highest among males, particularly among AI/AN and Black males, and among adults aged 30-54 years. Poisoning was the most common method of injury in deaths of undetermined intent, and opioids were detected in nearly 80% of decedents tested for those substances. Interpretation This report provides a detailed summary of data from NVDRS on violent deaths that occurred in 2020. The suicide rate was highest among AI/AN and White males, whereas the homicide rate was highest among Black male victims. Intimate partner violence precipitated a large proportion of homicides for females. Mental health problems, intimate partner problems, interpersonal conflicts, and acute life stressors were primary circumstances for multiple types of violent death. Public Health Action Violence is preventable, and states and communities can use data to guide public health action. NVDRS data are used to monitor the occurrence of violence-related fatal injuries and assist public health authorities in developing, implementing, and evaluating programs, policies, and practices to reduce and prevent violent deaths. For example, the Colorado Violent Death Reporting System (VDRS), Kentucky VDRS, and Oregon VDRS have used their VDRS data to guide suicide prevention efforts and generate reports highlighting where additional focus is needed. In Colorado, VDRS data were used to examine the increased risk for suicide among first and last responders in the state. Kentucky VDRS used local data to highlight how psychological and social effects of the COVID-19 pandemic might increase risk for suicide, particularly among vulnerable populations. Oregon VDRS used their data to develop a publicly available data dashboard displaying firearm mortality trends and rates in support of the state's firearm safety campaign. Similarly, states participating in NVDRS have used their VDRS data to examine homicide in their state. Illinois VDRS, for example, found that state budget cuts were associated with notable increases in homicides among youths in Chicago. With an increase of participating states and jurisdictions, this report marks progress toward providing nationally representative data.
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Affiliation(s)
- Grace S Liu
- Division of Violence Prevention, National Center for Injury Prevention and Control, CDC
| | - Brenda L Nguyen
- Division of Violence Prevention, National Center for Injury Prevention and Control, CDC
| | - Bridget H Lyons
- Division of Violence Prevention, National Center for Injury Prevention and Control, CDC
| | - Kameron J Sheats
- Division of Violence Prevention, National Center for Injury Prevention and Control, CDC
| | - Rebecca F Wilson
- Division of Violence Prevention, National Center for Injury Prevention and Control, CDC
| | - Carter J Betz
- Division of Violence Prevention, National Center for Injury Prevention and Control, CDC
| | - Katherine A Fowler
- Division of Violence Prevention, National Center for Injury Prevention and Control, CDC
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McGuier EA, Aarons GA, Wright JD, Fortney JC, Powell BJ, Rothenberger SD, Weingart LR, Miller E, Kolko DJ. Team-focused implementation strategies to improve implementation of mental health screening and referral in rural Children's Advocacy Centers: study protocol for a pilot cluster randomized hybrid type 2 trial. Implement Sci Commun 2023; 4:58. [PMID: 37237302 DOI: 10.1186/s43058-023-00437-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2023] [Accepted: 05/08/2023] [Indexed: 05/28/2023] Open
Abstract
BACKGROUND Children's Advocacy Centers (CACs) use multidisciplinary teams to investigate and respond to maltreatment allegations. CACs play a critical role in connecting children with mental health needs to evidence-based mental health treatment, especially in low-resourced rural areas. Standardized mental health screening and referral protocols can improve CACs' capacity to identify children with mental health needs and encourage treatment engagement. In the team-based context of CACs, teamwork quality is likely to influence implementation processes and outcomes. Implementation strategies that target teams and apply the science of team effectiveness may enhance implementation outcomes in team-based settings. METHODS We will use Implementation Mapping to develop team-focused implementation strategies to support the implementation of the Care Process Model for Pediatric Traumatic Stress (CPM-PTS), a standardized screening and referral protocol. Team-focused strategies will integrate activities from effective team development interventions. We will pilot team-focused implementation in a cluster-randomized hybrid type 2 effectiveness-implementation trial. Four rural CACs will implement the CPM-PTS after being randomized to either team-focused implementation (n = 2 CACs) or standard implementation (n = 2 CACs). We will assess the feasibility of team-focused implementation and explore between-group differences in hypothesized team-level mechanisms of change and implementation outcomes (implementation aim). We will use a within-group pre-post design to test the effectiveness of the CPM-PTS in increasing caregivers' understanding of their child's mental health needs and caregivers' intentions to initiate mental health services (effectiveness aim). CONCLUSIONS Targeting multidisciplinary teams is an innovative approach to improving implementation outcomes. This study will be one of the first to test team-focused implementation strategies that integrate effective team development interventions. Results will inform efforts to implement evidence-based practices in team-based service settings. TRIAL REGISTRATION Clinicaltrials.gov, NCT05679154 . Registered on January 10, 2023.
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Affiliation(s)
- Elizabeth A McGuier
- Department of Psychiatry, School of Medicine, University of Pittsburgh, 3811 O'Hara Street, Pittsburgh, PA, 15213, USA.
| | - Gregory A Aarons
- Department of Psychiatry, University of California San Diego, La Jolla, CA, USA
- UC San Diego ACTRI Dissemination and Implementation Science Center, La Jolla, CA, USA
- Child and Adolescent Services Research Center, San Diego, CA, USA
| | - Jaely D Wright
- Western Psychiatric Hospital, University of Pittsburgh Medical Center, Pittsburgh, USA
| | - John C Fortney
- Division of Population Health, Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA
- Department of Veterans Affairs, HSR&D Center of Innovation for Veteran-Centered and Value Driven Care, VA Puget Sound Health Care System, Seattle, WA, USA
| | - Byron J Powell
- Center for Mental Health Services Research, Brown School, Washington University in St. Louis, St. Louis, MO, USA
- Division of Infectious Diseases, John T. Milliken Department of Medicine, Washington University School of Medicine, Washington University in St. Louis, St. Louis, MO, USA
- Center for Dissemination and Implementation, Institute for Public Health, Washington University in St. Louis, St. Louis, USA
| | - Scott D Rothenberger
- Department of Medicine, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - Laurie R Weingart
- Tepper School of Business, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Elizabeth Miller
- Department of Pediatrics, University of Pittsburgh School of Medicine, Pittsburgh, PA, USA
| | - David J Kolko
- Department of Psychiatry, School of Medicine, University of Pittsburgh, 3811 O'Hara Street, Pittsburgh, PA, 15213, USA
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Swartz JA, Mackesy-Amiti ME, Jimenez AD, Robison-Taylor L, Prete E. Feasibility study of using mobile phone-based experience sampling to assess drug checking by opioid street drug users. Pilot Feasibility Stud 2023; 9:91. [PMID: 37237323 DOI: 10.1186/s40814-023-01321-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Accepted: 05/16/2023] [Indexed: 05/28/2023] Open
Abstract
BACKGROUND To date, evaluations of take-home fentanyl (and/or benzodiazepine) test strip use - the most common form of drug checking services - and potential effects on overdose risk have relied on retrospective accounts for some preceding time period, usually a week to several months. Such accounts, however, are subject to recall and memory biases. This pilot study assessed the feasibility of using experiential sampling to collect daily information in situ on drug checking and associated overdose risk reduction - the primary outcomes - among a sample of street opioid users and compared the results to retrospective reports. METHODS We recruited 12 participants from a Chicago-based syringe services program. Participants were 18 years of age or older, reported using opioids purchased on the street 3 + times per week in the past month, and had an available Android mobile phone. A phone-based app was programmed to collect daily drug checking information and provided to each participant along with a supply of fentanyl and benzodiazepine test strips and instructions for use over 21 days. Comparable retrospective data were collected via follow-up in-person surveys at the conclusion of daily report collection. RESULTS We found a reasonably high rate of daily reporting (63.5%) with participants submitting reports on 160 "person-days" out of 252 possible days. Participants submitted daily reports an average of 13 of 21 days. Reports of test strip use frequency varied between the retrospective and daily reports with a relatively higher percentage of days/time using test strips obtained from the daily reports. We also found higher proportions reporting overdose risk reduction behaviors on the daily reports compared with the retrospective reviews. CONCLUSIONS We believe the results support using daily experience sampling to collect information on drug checking behaviors among street drug users. Although resource intensive in comparison to retrospective reports, daily reporting potentially provides more detailed information on test strip use and its association with overdose risk reduction and, ultimately, fewer overdoses. Needed are larger trials and validation studies of daily experience sampling to identify the optimum protocol for collecting accurate information on drug checking and overdose risk reduction behavior.
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Affiliation(s)
- James A Swartz
- Jane Addams College of Social Work, University of Illinois Chicago, 1040 W. Harrison Street, (MC 309), Chicago, IL, 60607, USA.
| | - Mary Ellen Mackesy-Amiti
- Community Health Sciences, School of Public Health, University of Illinois Chicago, Chicago, USA
| | - A David Jimenez
- Community Health Sciences, School of Public Health, University of Illinois Chicago, Chicago, USA
| | | | - Elizabeth Prete
- Community Health Sciences, School of Public Health, University of Illinois Chicago, Chicago, USA
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Ahmed W, Pai M, Muhammad T, Maurya C, Mohanty P, Javed NB. Early life factors associated with the experiences of pain in later life: evidence from a population based study in India. BMC Public Health 2023; 23:968. [PMID: 37237340 DOI: 10.1186/s12889-023-15805-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2022] [Accepted: 05/03/2023] [Indexed: 05/28/2023] Open
Abstract
BACKGROUND The influence of early life factors is becoming increasingly apparent as studies investigate how experiences, resources, and constraints in childhood affect health and well-being later in life. The present study contributes to this literature by examining the association between several early life factors and self-reported pain among older adults in India. METHODS Data come from the 2017-18 wave 1 of the Longitudinal Ageing Study of India (LASI). The sample size includes 28,050 older adults aged 60 and above (13,509 men and 14,541 women). Pain is a self-reported, dichotomous measure where participants responded to whether they were often troubled with pain and whether this experience interfered with their ability to carry out daily household chores. Early life factors, which are retrospective accounts of experiences, included the respondent's position in birth order, their health status, school absenteeism, being bedridden, family socioeconomic status (SES), and their parent's experience with chronic disease. Logistic regression analysis is employed to examine the unadjusted and adjusted average marginal effects (AME) of selected domains of early life factors associated with the probability of experiencing pain. RESULTS 22.8% of men and 32.3% of women reported pain that interfered with daily activities. Pain was higher among men (AME: 0.01, confidence interval (CI): 0.01-0.03) and women (AME: 0.02, CI: 0.01-0.04) with third or fourth birth order compared to counterparts with first birth order. Both men (AME: -0.02, CI: -0.04-0.01) and women (AME: -0.07, CI: -0.09 - -0.04) having a fair childhood health status reported a lower probability of pain. The probability of pain was higher among both men (AME: 0.03, CI: 0.01-0.07) and women (AME: 0.07, CI: 0.03-0.13) who were bedridden due to sickness in their childhood. Similarly, the pain likelihood was higher among men who missed school for more than a month due to health problems (AME: 0.04, CI: -0.01-0.09). Men and women with poor financial condition in their childhood reported (AME: 0.04, CI: 0.01-0.07) a higher probability of experiencing pain relative to their peers who reported a more financially advantaged early life. CONCLUSIONS Findings of the present study add to the empirical literature on the association between early life factors and later life health and well-being. They also are pertinent to health care providers and practitioners working in pain management, as this knowledge better positions them to identify older adults most susceptible to pain. Moreover, findings of our study underscore that the interventions to ensure health and well-being in later life must start far earlier in the life course.
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Affiliation(s)
- Waquar Ahmed
- School of Health Systems Studies, Tata Institute of Social Sciences, Mumbai, India
| | - Manacy Pai
- Department of Sociology and Criminology, Kent State University, Kent, OH, 44242, USA
| | - T Muhammad
- Department of Family & Generations, International Institute for Population Sciences, Mumbai, India.
| | - Chanda Maurya
- Department of Survey Research and Data Analytics, International Institute for Population Sciences, Mumbai, India
| | - Parimala Mohanty
- Institute of Medical Sciences … Sum Hospital, Siksha "O" Anusandhan Deemed to be University, Bhubaneswar, Odisha, India
| | - Nargis Begum Javed
- Department of Public health, College of Health sciences, Saudi Electronic University, Dammam, Saudi Arabia
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Davis MM, Surabhi DM, Telzer EH, Rudolph KD. Risk for Depressive Symptoms Among Adolescents with a History of Adversity: Unique Role of Stress Appraisals. Child Psychiatry Hum Dev 2023. [PMID: 37233840 DOI: 10.1007/s10578-023-01538-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 04/28/2023] [Indexed: 05/27/2023]
Abstract
Lifetime social adversity predicts elevated depressive symptoms in adolescence. However, most adversity-exposed youth do not develop depression, highlighting the importance of examining risk and protective factors. The present study leveraged a multi-method approach, incorporating self-report, interview, and independent coding to examine whether appraisals of recent stressors moderate the effect of social adversity on depressive symptoms in 81 adolescent girls (Mage = 16.30 years, SD = .85). We utilized semi-structured interviews of lifetime adversity and recent stressors and semi-structured interviews and self-reports of depressive symptoms. Stress appraisals were calculated by regressing youths' subjective estimations of event stressfulness and dependence on estimations of independent coders. Lifetime social adversity predicted elevated depressive symptoms more strongly in girls who appraised interpersonal events as more stressful and dependent on their actions, providing insight into individual differences in depressive symptoms in adversity-exposed adolescents.
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Affiliation(s)
- Megan M Davis
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, 235 E. Cameron Street, Chapel Hill, NC, 27599, USA.
| | - Divya M Surabhi
- University of Illinois College of Medicine at Chicago, 1853 W. Polk Street, Chicago, IL, USA
| | - Eva H Telzer
- Department of Psychology and Neuroscience, University of North Carolina at Chapel Hill, 235 E. Cameron Street, Chapel Hill, NC, 27599, USA
| | - Karen D Rudolph
- University of Illinois at Urbana-Champaign, 606 E. Daniel Street, Champaign, IL, USA
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Cai W, Warren SL, Duberg K, Yu A, Hinshaw SP, Menon V. Both reactive and proactive control are deficient in children with ADHD and predictive of clinical symptoms. Transl Psychiatry 2023; 13:179. [PMID: 37236924 DOI: 10.1038/s41398-023-02471-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/27/2022] [Revised: 05/02/2023] [Accepted: 05/12/2023] [Indexed: 05/28/2023] Open
Abstract
Cognitive control deficits are a hallmark of attention deficit hyperactivity disorder (ADHD) in children. Theoretical models posit that cognitive control involves reactive and proactive control processes but their distinct roles and inter-relations in ADHD are not known, and the contributions of proactive control remain vastly understudied. Here, we investigate the dynamic dual cognitive control mechanisms associated with both proactive and reactive control in 50 children with ADHD (16F/34M) and 30 typically developing (TD) children (14F/16M) aged 9-12 years across two different cognitive controls tasks using a within-subject design. We found that while TD children were capable of proactively adapting their response strategies, children with ADHD demonstrated significant deficits in implementing proactive control strategies associated with error monitoring and trial history. Children with ADHD also showed weaker reactive control than TD children, and this finding was replicated across tasks. Furthermore, while proactive and reactive control functions were correlated in TD children, such coordination between the cognitive control mechanisms was not present in children with ADHD. Finally, both reactive and proactive control functions were associated with behavioral problems in ADHD, and multi-dimensional features derived from the dynamic dual cognitive control framework predicted inattention and hyperactivity/impulsivity clinical symptoms. Our findings demonstrate that ADHD in children is characterized by deficits in both proactive and reactive control, and suggest that multi-componential cognitive control measures can serve as robust predictors of clinical symptoms.
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Affiliation(s)
- Weidong Cai
- Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA.
- Wu Tsai Neuroscience Institute, Stanford University, Stanford, CA, USA.
| | - Stacie L Warren
- Department of Psychology, School of Behavioral and Brain Sciences, The University of Texas at Dallas, Richardson, TX, USA
| | - Katherine Duberg
- Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA
| | - Angela Yu
- Department of Cognitive Science, University of California, San Diego, CA, USA
| | - Stephen P Hinshaw
- Department of Psychology, University of California, Berkeley, CA, USA
- Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, USA
| | - Vinod Menon
- Department of Psychiatry & Behavioral Sciences, Stanford University School of Medicine, Stanford, CA, USA.
- Wu Tsai Neuroscience Institute, Stanford University, Stanford, CA, USA.
- Department of Neurology & Neurological Sciences, Stanford University School of Medicine, Stanford, CA, USA.
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Raisi A, Zerbini V, Piva T, Belvederi Murri M, Menegatti E, Caruso L, Masotti S, Grazzi G, Mazzoni G, Mandini S. Treating Binge Eating Disorder With Physical Exercise: A Systematic Review and Meta-analysis. J Nutr Educ Behav 2023:S1499-4046(23)00089-1. [PMID: 37245147 DOI: 10.1016/j.jneb.2023.03.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 03/29/2023] [Accepted: 03/31/2023] [Indexed: 05/29/2023]
Abstract
OBJECTIVE This review aimed to collect evidence about the effectiveness of exercise programs for managing binge eating disorder (BED) (recurrent binge eating episodes). METHODS Meta-analysis was developed following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses protocol. Articles were searched in PubMed, Scopus, Web of Science, and Cochrane Library. Randomized controlled trials were eligible for inclusion if they reported the effect of an exercise-based program on BED symptoms in adults. Outcomes were changes in binge eating symptom severity, measured through validated assessment instruments, after an exercise-based intervention. Study results were pooled using the Bayesian model averaging for random and fixed effects meta-analysis. RESULTS Of 2,757 studies, 5 trials were included, with 264 participants. The mean age was 44.7 ± 8.1 years for the intervention group and 46.6 ± 8.5 years for the control group. All participants were female. A significant improvement was observed between groups (standardized mean difference, 0.94; 95% credibility interval, -1.46 to -0.31). Patients obtained significant improvements either following supervised exercise programs or home-based exercise prescriptions. IMPLICATIONS FOR RESEARCH AND PRACTICE These findings suggest that physical exercise, within a multidisciplinary clinical and psychotherapeutic approach, may be an effective intervention for managing BED symptoms. Further comparative studies are needed to clarify which exercise modality is associated with greater clinical benefits.
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Affiliation(s)
- Andrea Raisi
- Center for Exercise Science and Sport, Department of Neuroscience and Rehabilitation, University of Ferrara, Ferrara, Italy
| | - Valentina Zerbini
- Center for Exercise Science and Sport, Department of Neuroscience and Rehabilitation, University of Ferrara, Ferrara, Italy
| | - Tommaso Piva
- Center for Exercise Science and Sport, Department of Neuroscience and Rehabilitation, University of Ferrara, Ferrara, Italy.
| | - Martino Belvederi Murri
- Institute of Psychiatry Department of Neuroscience and Rehabilitation University of Ferrara, Ferrara, Italy
| | - Erica Menegatti
- Departement of Environmental Sciences and Prevention, University of Ferrara, Ferrara, Italy
| | - Lorenzo Caruso
- Departement of Environmental Sciences and Prevention, University of Ferrara, Ferrara, Italy
| | - Sabrina Masotti
- Center for Exercise Science and Sport, Department of Neuroscience and Rehabilitation, University of Ferrara, Ferrara, Italy
| | - Giovanni Grazzi
- Center for Exercise Science and Sport, Department of Neuroscience and Rehabilitation, University of Ferrara, Ferrara, Italy; Public Health Department, AUSL Ferrara, Ferrara, Italy; Healthy Living for Pandemic Event Protection (HL-PIVOT) Network, Chicago, IL
| | - Gianni Mazzoni
- Center for Exercise Science and Sport, Department of Neuroscience and Rehabilitation, University of Ferrara, Ferrara, Italy; Public Health Department, AUSL Ferrara, Ferrara, Italy
| | - Simona Mandini
- Center for Exercise Science and Sport, Department of Neuroscience and Rehabilitation, University of Ferrara, Ferrara, Italy
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García-Batalloso I, Cabrera I, Losada-Baltar A, Mérida-Herrera L, Olazarán J, Márquez-González M. Network Analysis of Comorbid Depressive and Anxious Symptoms in Family Caregivers of People with Dementia. Clin Gerontol 2023;:1-13. [PMID: 37230486 DOI: 10.1080/07317115.2023.2217162] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Abstract
OBJECTIVES The aim of this study is an in-depth approach to depressive-anxious comorbidity in caregivers according to stress reactivity to disruptive behaviors using network analysis. METHODS The sample was composed of 317 primary family caregivers recruited through Day Care Centers and Neurology Services. The sample was split into low and high stress reactivity groups, based on their reports of reaction to disruptive behaviors. Depressive and anxious symptoms, daily hours dedicated to caregiving, time of caring, frequency of disruptive behaviors, co-residence, and kinship were also cross-sectionally measured. RESULTS The sample had a mean age of 62.38 years (SD = 12.97) and 68.5% were women. Regarding the network analysis, while the low reactivity group presents a sparse network, with no connection between anxious and depressive symptoms, the high reactivity group shows a high connection of intra and intercategory symptoms, with apathy, sadness, feeling depressed, and tension being the bridge symptoms between disorders. CONCLUSIONS Caregivers' stress reaction to disruptive behaviors might be a key factor for understanding comorbidity between depressive and anxious symptoms. CLINICAL IMPLICATIONS Tension, apathy, sadness, and feeling depressed should be clinical targets in the interventions, as they act as bridge symptoms between anxious and depressive symptomatology.
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Affiliation(s)
- Inés García-Batalloso
- Departamento de Psicología Biológica y de la Salud, Universidad Autónoma de Madrid, Madrid, Spain
| | - Isabel Cabrera
- Departamento de Psicología Biológica y de la Salud, Universidad Autónoma de Madrid, Madrid, Spain
| | | | - Laura Mérida-Herrera
- Departamento de Psicología Biológica y de la Salud, Universidad Autónoma de Madrid, Madrid, Spain
| | - Javier Olazarán
- Service of Neurology, Hospital General Universitario Gregorio Marañón, Madrid, Spain
| | - María Márquez-González
- Departamento de Psicología Biológica y de la Salud, Universidad Autónoma de Madrid, Madrid, Spain
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Hohenschurz-Schmidt D, Vase L, Scott W, Annoni M, Ajayi OK, Barth J, Bennell K, Berna C, Bialosky J, Braithwaite F, Finnerup NB, Williams ACC, Carlino E, Cerritelli F, Chaibi A, Cherkin D, Colloca L, Côté P, Darnall BD, Evans R, Fabre L, Faria V, French S, Gerger H, Häuser W, Hinman RS, Ho D, Janssens T, Jensen K, Johnston C, Juhl Lunde S, Keefe F, Kerns RD, Koechlin H, Kongsted A, Michener LA, Moerman DE, Musial F, Newell D, Nicholas M, Palermo TM, Palermo S, Peerdeman KJ, Pogatzki-Zahn EM, Puhl AA, Roberts L, Rossettini G, Tomczak Matthiesen S, Underwood M, Vaucher P, Vollert J, Wartolowska K, Weimer K, Werner CP, Rice ASC, Draper-Rodi J. Recommendations for the development, implementation, and reporting of control interventions in efficacy and mechanistic trials of physical, psychological, and self-management therapies: the CoPPS Statement. BMJ 2023; 381:e072108. [PMID: 37230508 DOI: 10.1136/bmj-2022-072108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
Affiliation(s)
- David Hohenschurz-Schmidt
- Pain Research, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, London, UK
- Research Department, University College of Osteopathy, London, UK
| | - Lene Vase
- Department of Psychology and Behavioural Sciences, School of Business and Social Sciences, Aarhus University, Denmark
| | - Whitney Scott
- Health Psychology Section, Department of Psychology, Institute of Psychiatry, Psychology and Neuroscience, King's College London; INPUT Pain Management Unit, Guy's and St Thomas' NHS Foundation Trust, London, UK
| | - Marco Annoni
- Italian National Research Council, Interdepartmental Centre for Research Ethics and Integrity, Rome, Italy
| | - Oluwafemi K Ajayi
- Department of Arts and Music, College of Human Sciences, University of South Africa, Pretoria, South Africa
| | - Jürgen Barth
- Institute for Complementary and Integrative Medicine, University Hospital Zurich and University of Zurich, Switzerland
| | - Kim Bennell
- Centre for Health, Exercise and Sports Medicine, Department of Physiotherapy, University of Melbourne, VIC, Australia
| | - Chantal Berna
- Centrer for Integrative and Complementary Medicine, Pain Center, Division of Anesthesiology, Sense Institute, Lausanne University Hospital, Lausanne University, Lausanne, Switzerland
| | - Joel Bialosky
- Department of Physical Therapy, University of Florida, Gainesville FL, USA; Brooks-PHHP Research Collaboration, Jacksonville, FL, USA
| | | | - Nanna B Finnerup
- Danish Pain Research Centre, Department of Clinical Medicine, Aarhus University, Aarhus, Denmark
| | - Amanda C de C Williams
- Research Department of Clinical, Educational & Health Psychology, University College London, London, UK
| | - Elisa Carlino
- Department of Neuroscience Rita Levi Montalcini, University of Turin, Turin, Italy
| | | | - Aleksander Chaibi
- Department for Interdisciplinary Health Sciences, Institute of Health and Society, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Dan Cherkin
- Osher Center for Integrative Health, Department of Family Medicine, University of Washington, Seattle, WA, USA
| | - Luana Colloca
- Department of Pain and Translational Symptom Science, School of Nursing; Department of Anesthesiology, School of Medicine; University of Maryland, Baltimore, MD, USA
| | - Pierre Côté
- Faculty of Health Sciences, Institute for Disability and Rehabilitation Research, Ontario Tech University, Oshawa, ON, Canada
| | - Beth D Darnall
- Stanford Pain Relief Innovations Lab; Stanford University School of Medicine, Department of Anesthesiology, Perioperative and Pain Medicine, Stanford, CA, USA
| | - Roni Evans
- Integrative Health & Wellbeing Research Program; Center for Spirituality and Healing, University of Minnesota, Minneapolis, MN, USA
| | - Laurent Fabre
- Centre Européen d'Enseignement Supérieur de l'Ostéopathie, Paris, France
| | - Vanda Faria
- Department of Psychology, Uppsala University, Uppsala, Sweden; Smell & Taste Clinic, Department of Otorhinolaryngology, TU Dresden, Dresden, Germany; Brain and Eye Pain Imaging Lab, Pain and Affective Neuroscience Center, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA; Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Simon French
- Department of Chiropractic, Faculty of Medicine, Health and Human Sciences, Macquarie University, NSW, Australia
| | - Heike Gerger
- Erasmus MC, University Medical Centre Rotterdam, Department of General Practice, Rotterdam, the Netherlands; Care and Public Health Research Institute (CAPHRI), Maastricht University, Maastricht, the Netherlands
| | - Winfried Häuser
- Department Psychosomatic Medicine and Psychotherapy, Technische Universität München, Munich, Germany
| | - Rana S Hinman
- Centre for Health, Exercise & Sports Medicine, University of Melbourne, Melbourne, VIC, Australia
| | - Dien Ho
- Center for Health Humanities, School of Arts and Sciences, Massachusetts College of Pharmacy and Health Sciences, Boston MA, USA
| | - Thomas Janssens
- Health Psychology, KU Leuven; Ebpracticenet, Leuven, Belgium
| | - Karin Jensen
- Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Chris Johnston
- BC Patient Safety & Quality Council's Patient Voices Network; Health Research BC's Partnership-Ready Network; Health Standards Organization's Emergency Management Technical Committee & Working Group
| | - Sigrid Juhl Lunde
- Department of Psychology and Behavioural Sciences, School of Business and Social Sciences, Aarhus University, Denmark
| | - Francis Keefe
- Duke University, School of Medicine, Durham, NC, USA
| | - Robert D Kerns
- Departments of Psychiatry, Neurology, and Psychology, Yale University, New Haven, CT, USA
| | - Helen Koechlin
- Division of Psychosomatics and Psychiatry, University Children's Hospital Zurich; Division of Child and Adolescent Health Psychology, Department of Psychology, University of Zurich, Zurich, Switzerland; Department of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, Harvard Medical School, Boston, MA, USA
| | - Alice Kongsted
- Department of Sports Science and Clinical Biomechanics, University of Southern Denmark, Odense, Denmark; Chiropractic Knowledge Hub, Odense, Denmark
| | - Lori A Michener
- Division of Biokinesiology and Physical Therapy, University of Southern California, Los Angeles CA, USA
| | - Daniel E Moerman
- College of Arts, Sciences, and Letters, Behavioral Sciences, University of Michigan, Dearborn, MI, USA
| | - Frauke Musial
- National Research Centre in Complementary and Alternative Medicine, Department of Community Medicine, Faculty of Health Science UiT, Arctic University of Norway, Tromsø, Norway
| | | | - Michael Nicholas
- Pain Management Research Institute, University of Sydney Medical School (Northern) and Kolling Institute of Medical Research at Royal North Shore Hospital, Sydney, Australia
| | - Tonya M Palermo
- Department of Anesthesiology and Pain Medicine, University of Washington, Seattle, WA, USA
| | - Sara Palermo
- Diagnostic and Technology Department, Neuroradiology Unit, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy; Department of Psychology, University of Turin, Turin, Italy
| | - Kaya J Peerdeman
- Unit Health, Medical and Neuropsychology, Leiden University, Leiden, the Netherlands
| | - Esther M Pogatzki-Zahn
- Department of Anaesthesiology, Intensive Care and Pain Medicine, University Hospital Münster, Münster, Germany
| | | | - Lisa Roberts
- University of Southampton and University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Giacomo Rossettini
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health, University of Genoa, Campus of Savona, Savona, Italy; School of Physiotherapy, University of Verona, Verona, Italy
| | - Susan Tomczak Matthiesen
- Department of Psychology and Behavioural Sciences, School of Business and Social Sciences, Aarhus University, Denmark
| | - Martin Underwood
- Warwick Clinical Trials Unit; University of Warwick, Coventry, UK; University Hospitals Coventry and Warwickshire, Coventry, UK
| | - Paul Vaucher
- School of Health Sciences Fribourg, HES-SO University of Applied Sciences and Arts Western Switzerland, Switzerland
| | - Jan Vollert
- Pain Research, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, London, UK; Division of Neurological Pain Research and Therapy, Department of Neurology, University Hospital of Schleswig-Holstein, Campus Kiel, Germany; Neurophysiology, Mannheim Centre of Translational Neuroscience, Medical Faculty Mannheim, Heidelberg University, Germany; Department of Anaesthesiology, Intensive Care and Pain Medicine, University Hospital Muenster, Germany
| | - Karolina Wartolowska
- Nuffield Department of Clinical Neurosciences, University of Oxford, John Radcliffe Hospital, Oxford, UK
| | - Katja Weimer
- Department of Psychosomatic Medicine and Psychotherapy, Ulm University Medical Centre, Ulm, Germany
| | - Christoph Patrick Werner
- School of Psychology, Faculty of Science, University of Sydney, Australia; Department of Clinical Research, University Hospital Basel, Switzerland
| | - Andrew S C Rice
- Pain Research, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, London, UK
| | - Jerry Draper-Rodi
- Research Department, University College of Osteopathy, London, UK
- National Council for Osteopathic Research, London, UK
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Hou C, Jiang S, Liu M, Li H, Zhang L, Duan M, Yao G, He H, Yao D, Luo C. Spatiotemporal dynamics of functional connectivity and association with molecular architecture in schizophrenia. Cereb Cortex 2023:bhad185. [PMID: 37231204 DOI: 10.1093/cercor/bhad185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2023] [Revised: 05/01/2023] [Accepted: 05/02/2023] [Indexed: 05/27/2023] Open
Abstract
Schizophrenia is a self-disorder characterized by disrupted brain dynamics and architectures of multiple molecules. This study aims to explore spatiotemporal dynamics and its association with psychiatric symptoms. Resting-state functional magnetic resonance imaging data were collected from 98 patients with schizophrenia. Brain dynamics included the temporal and spatial variations in functional connectivity density and association with symptom scores were evaluated. Moreover, the spatial association between dynamics and receptors/transporters according to prior molecular imaging in healthy subjects was examined. Patients demonstrated decreased temporal variation and increased spatial variation in perceptual and attentional systems. However, increased temporal variation and decreased spatial variation were revealed in higher order networks and subcortical networks in patients. Specifically, spatial variation in perceptual and attentional systems was associated with symptom severity. Moreover, case-control differences were associated with dopamine, serotonin and mu-opioid receptor densities, serotonin reuptake transporter density, dopamine transporter density, and dopamine synthesis capacity. Therefore, this study implicates the abnormal dynamic interactions between the perceptual system and cortical core networks; in addition, the subcortical regions play a role in the dynamic interaction among the cortical regions in schizophrenia. These convergent findings support the importance of brain dynamics and emphasize the contribution of primary information processing to the pathological mechanism underlying schizophrenia.
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Affiliation(s)
- Changyue Hou
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab for Neuroinformation, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 611731, P. R. China
- Research Unit of NeuroInformation, Chinese Academy of Medical Sciences, 2019RU035, Chengdu, 611731, P. R. China
| | - Sisi Jiang
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab for Neuroinformation, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 611731, P. R. China
- Research Unit of NeuroInformation, Chinese Academy of Medical Sciences, 2019RU035, Chengdu, 611731, P. R. China
| | - Mei Liu
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab for Neuroinformation, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 611731, P. R. China
- Research Unit of NeuroInformation, Chinese Academy of Medical Sciences, 2019RU035, Chengdu, 611731, P. R. China
| | - Hechun Li
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab for Neuroinformation, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 611731, P. R. China
- Research Unit of NeuroInformation, Chinese Academy of Medical Sciences, 2019RU035, Chengdu, 611731, P. R. China
| | - Lang Zhang
- Department of Psychiatry, The Clinical Hospital of Chengdu Brain Science Institute, University of Electronic Science and Technology of China, Chengdu, 611731, People's Republic of China
| | - Mingjun Duan
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab for Neuroinformation, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 611731, P. R. China
- Department of Psychiatry, The Clinical Hospital of Chengdu Brain Science Institute, University of Electronic Science and Technology of China, Chengdu, 611731, People's Republic of China
| | - Gang Yao
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab for Neuroinformation, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 611731, P. R. China
- Department of Psychiatry, The Clinical Hospital of Chengdu Brain Science Institute, University of Electronic Science and Technology of China, Chengdu, 611731, People's Republic of China
| | - Hui He
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab for Neuroinformation, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 611731, P. R. China
- Research Unit of NeuroInformation, Chinese Academy of Medical Sciences, 2019RU035, Chengdu, 611731, P. R. China
- Department of Psychiatry, The Clinical Hospital of Chengdu Brain Science Institute, University of Electronic Science and Technology of China, Chengdu, 611731, People's Republic of China
| | - Dezhong Yao
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab for Neuroinformation, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 611731, P. R. China
- Research Unit of NeuroInformation, Chinese Academy of Medical Sciences, 2019RU035, Chengdu, 611731, P. R. China
- High-Field Magnetic Resonance Brain Imaging Key Laboratory of Sichuan Province, Center for Information in Medicine, University of Electronic Science and Technology of China, Chengdu, 611731, P. R. China
| | - Cheng Luo
- The Clinical Hospital of Chengdu Brain Science Institute, MOE Key Lab for Neuroinformation, School of Life Science and Technology, University of Electronic Science and Technology of China, Chengdu, 611731, P. R. China
- Research Unit of NeuroInformation, Chinese Academy of Medical Sciences, 2019RU035, Chengdu, 611731, P. R. China
- High-Field Magnetic Resonance Brain Imaging Key Laboratory of Sichuan Province, Center for Information in Medicine, University of Electronic Science and Technology of China, Chengdu, 611731, P. R. China
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Kruckow L, Basit S, Nordentoft M, Banner J, Boyd HA. The influence of comorbid disease on premature death due to natural and unnatural causes in persons with schizophrenia. Schizophr Res 2023; 257:27-33. [PMID: 37244167 DOI: 10.1016/j.schres.2023.04.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/06/2022] [Revised: 02/24/2023] [Accepted: 04/17/2023] [Indexed: 05/29/2023]
Abstract
BACKGROUND Comorbid disease may increase mortality in persons with schizophrenia, but how specific diseases are associated with natural and unnatural death in different age groups is unclear. AIMS To investigate the association between eight major comorbid diseases and death from natural and unnatural causes in different age groups in persons with schizophrenia. METHOD Retrospective register-based cohort study in 77,794 persons with schizophrenia in Denmark, 1977-2015. Using Cox regression in matched cohorts, we estimated hazard ratios for natural and unnatural death in three age groups (<55 years, 55-64 years, ≥65 years). RESULTS Hypertensive disease, atrial fibrillation, coronary heart disease, cerebrovascular disease, heart failure, type 2 diabetes, liver disease and chronic kidney disease were all strongly associated with natural death, with the strongest associations observed in persons <55 years (hazard ratio [HR] range 1.98-7.19). The strongest associations were observed for heart failure (HR 7.19, 95 % confidence interval [CI] 5.57-9.28; HR 4.56, CI 3.85-5.40; HR 2.83, CI 2.53-3.17), liver disease (HR 4.66, CI 3.59-6.05; HR 4.70, CI 3.55-6.22; HR 2.57, CI 1.98-3.34) and chronic kidney disease (HR 6.59, CI 1.66-26.1; HR 7.37, CI 3.03-17.9; HR 2.86, CI 1.84-4.46) for persons <55 years, 55-64 years and ≥65 years, respectively. Liver disease was strongly associated with unnatural death in persons <55 years (HR 5.42, CI 3.01-9.75); associations with the remaining comorbidities were weaker. CONCLUSIONS Comorbid disease was strongly associated with natural death, with the strength of the associations decreasing with age. Comorbid disease was also modestly associated with unnatural death, regardless of age.
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Affiliation(s)
- Line Kruckow
- Department of Forensic Medicine, University of Copenhagen, Frederik V's Vej 11, 2100 Copenhagen, Denmark.
| | - Saima Basit
- Department of Epidemiology Research, Statens Serum Institut, Artillerivej 5, 2300 Copenhagen, Denmark.
| | - Merete Nordentoft
- Copenhagen Research Center for Mental Health - CORE, Mental Health Center Copenhagen, Mental Health Services, Capital Region of Denmark, Copenhagen, Gentofte Hospitalsvej 15, 4th floor, DK-2900 Hellerup, Denmark; The Lundbeck Foundation Initiative for Integrative Psychiatric Research (iPSYCH), Fuglesangs Allé 26, DK-8210 Aarhus, Denmark; Faculty of Health and Medical Sciences, University of Copenhagen, Blegdamsvej 3B, DK-2200 Copenhagen N, Denmark.
| | - Jytte Banner
- Department of Forensic Medicine, University of Copenhagen, Frederik V's Vej 11, 2100 Copenhagen, Denmark.
| | - Heather Allison Boyd
- Department of Epidemiology Research, Statens Serum Institut, Artillerivej 5, 2300 Copenhagen, Denmark.
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Juanico-Morales L, Nava-Aguilera E, Morales-Pérez A, Morales-Nava L, Valdez-Bencomo MA, Emigdio-Vargas A, Serrano-de Los Santos FR, Andersson N. Depression and associated factors in medical students in Acapulco during the COVID-19 pandemic: A cross-sectional study. PLoS One 2023; 18:e0285903. [PMID: 37228004 DOI: 10.1371/journal.pone.0285903] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2022] [Accepted: 05/03/2023] [Indexed: 05/27/2023] Open
Abstract
BACKGROUND Depression is common in medical students and the Mexican state of Guerrero has the highest rates of depression in the country. Acapulco, the seat of the state medical school, is a tourist destination that experienced early high rates of COVID-19. The COVID-19 pandemic closed all schools in Mexico, obliging a shift from face-to-face to virtual education. In this new context, medical students faced challenges of online teaching including inadequate connectivity and access technologies. Prolonged isolation during the pandemic may have had additional mental health implications. AIM Assess depression prevalence and its associated factors affecting medical students in Acapulco, Mexico during the COVID-19 pandemic. METHODS A cross-sectional survey of students of the Faculty of Medicine of the Universidad Autónoma de Guerrero, in November 2020. After informed consent, students completed a self-administered questionnaire collating socio-demographic, academic and clinical variables, major life events and changes in mood. The Beck inventory provided an assessment of depression. Bivariate and multivariate analyses relied on the Mantel-Haenszel procedure to identify factors associated with depression. We estimated the odds ratio (OR) and 95% confidence intervals. RESULTS 33.8% (435/1288) of student questionnaires showed evidence of depression in the two weeks prior to the study, with 39.9% (326/817) of young women affected. Factors associated with depression included female sex (OR 1.95; 95%CI 1.48-2.60), age 18-20 years (OR 1.36; 95%CI 1.05-1.77), perceived academic performance (OR 2.97; 95%CI 2.16-4.08), perceived economic hardship (OR 2.18; 95%CI 1.57-3.02), and a family history of depression (OR 1.85; 95%CI 10.35-2.54). Covid-19 specific factors included a life event during the pandemic (OR 1.99; 95%CI 1.54-2.59), connectivity problems during virtual classes and difficulties accessing teaching materials (OR 1.75; 95%CI 1.33-2.30). CONCLUSIONS The high risk of depression in medical students during the COVID-19 pandemic was associated with perceived academic performance and technical barriers to distance learning, in addition to known individual and family factors. This evidence may be useful for the improvement of programs on prevention and control of depression in university students.
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Affiliation(s)
- Leticia Juanico-Morales
- Centro de Investigación de Enfermedades Tropicales (CIET), Universidad Autónoma de Guerrero, Acapulco, Guerrero, México
- Facultad de Medicina, Universidad Autónoma de Guerrero, Acapulco, Guerrero, México
| | - Elizabeth Nava-Aguilera
- Centro de Investigación de Enfermedades Tropicales (CIET), Universidad Autónoma de Guerrero, Acapulco, Guerrero, México
| | - Arcadio Morales-Pérez
- Centro de Investigación de Enfermedades Tropicales (CIET), Universidad Autónoma de Guerrero, Acapulco, Guerrero, México
| | - Liliana Morales-Nava
- Centro de Investigación de Enfermedades Tropicales (CIET), Universidad Autónoma de Guerrero, Acapulco, Guerrero, México
| | | | | | | | - Neil Andersson
- Centro de Investigación de Enfermedades Tropicales (CIET), Universidad Autónoma de Guerrero, Acapulco, Guerrero, México
- Department of Family Medicine, McGill University, Montreal, Quebec, Canada
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Ye B, Lau JTF, Lee HH, Yeung JCH, Mo PKH. The mediating role of resilience on the association between family satisfaction and lower levels of depression and anxiety among Chinese adolescents. PLoS One 2023; 18:e0283662. [PMID: 37228075 DOI: 10.1371/journal.pone.0283662] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2022] [Accepted: 03/14/2023] [Indexed: 05/27/2023] Open
Abstract
PURPOSE This study aimed to explore the association between family satisfaction, resilience, and anxiety and depression among adolescents, and the mediating role of resilience in these relationships. METHODS A cross-sectional study was conducted among grade 8 to 9 students from 4 secondary schools in Hong Kong. A total of 1,146 participants completed the survey. RESULTS Respectively 45.8% and 58.0% of students scored above the cut-off for mild anxiety and mild depression. Results from linear regression analyses showed that family satisfaction was positively associated with resilience, and both family satisfaction and resilience were and negatively associated with anxiety and depression. The mediating effects of resilience on the relationship between family satisfaction and anxiety/ depression (26.3% and 31.1% effects accounted for, respectively) were significant. CONCLUSIONS Both family satisfaction and resilience have important influence on adolescent mental health. Interventions that seek to promote positive family relationships and resilience of adolescents may be effective in preventing and reducing anxiety and depression symptoms among adolescents.
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Affiliation(s)
- Beizhu Ye
- Department of Social Medicine and Health Management, School of Public Health, Zhengzhou University, Zhengzhou, China
| | - Joseph T F Lau
- Center for Health Behaviours Research, JC School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong
- School of Mental Health, Wenzhou Medical University, Wenzhou, China
- Zhejiang Provincial Clinical Research Center for Mental Disorders, The Affiliated Wenzhou Kangning Hospital, Wenzhou, China
| | - Ho Hin Lee
- Center for Health Behaviours Research, JC School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong
| | - Jason C H Yeung
- Center for Health Behaviours Research, JC School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong
| | - Phoenix K H Mo
- Center for Health Behaviours Research, JC School of Public Health and Primary Care, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, Hong Kong
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Ramos-Vera C, Quispe Callo G, Basauri Delgado M, Vallejos Saldarriaga J, Saintila J. Factorial and network structure of the Reynolds Adolescent Depression Scale (RADS-2) in Peruvian adolescents. PLoS One 2023; 18:e0286081. [PMID: 37228053 DOI: 10.1371/journal.pone.0286081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2023] [Accepted: 05/09/2023] [Indexed: 05/27/2023] Open
Abstract
Depression in young people is considered a public health problem, given that it affects their personal, social, and academic lives; therefore, early detection of depressive symptoms is of importance for a favorable prognosis. This study aimed to estimate the psychometric properties of the second edition of the Reynolds Adolescent Depression Scale (RADS-2) in Peruvian adolescents. The sample was composed of 917 Peruvian adolescents, aged 13 to 18 years (M = 15,241, SD = 1,020), who were selected from two public educational institutions in Metropolitan Lima. Confirmatory factor analysis supported the 25-item model with the four-dimensional structure and its overall and interdimensional reliability. This structure was found to be gender invariant. Finally, network analysis was performed to assess the relationships and centralities of the depressive symptoms of the validated version of the RADS-2. The results show that the RADS-2 measure is a consistent and reliable test that yields valid results in the Peruvian adolescent context.
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Affiliation(s)
- Cristian Ramos-Vera
- Research Area, Faculty of Health Sciences, Universidad César Vallejo, Lima, Peru
| | - Gleni Quispe Callo
- School of Psychology, Universidad Nacional de San Agustín, Arequipa, Perú
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Fields NL, Dabelko-Schoeny H, Murphy IE, Highfill C, Cao Q, White K, Sheldon M, Jennings C, Kunz-Lomelin A. Social Cognitive Theory, Driving Cessation, and Alternative Transportation in Later Life. J Appl Gerontol 2023;:7334648231177215. [PMID: 37230489 DOI: 10.1177/07334648231177215] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/27/2023] Open
Abstract
Having viable alternative transportation options could help individuals stop driving when appropriate. This study employs the Social Cognitive Theory (SCT) to understand the barriers and facilitators of alternative transportation among a sample of adults aged 55 and older (N = 32). Using a daily transportation data collection app, MyAmble, the research team asked participants questions structured around environmental, individual, and behavioral factors as outlined in the SCT framework. Responses were analyzed using directed content analysis. Findings suggest a substantial reliance on motor vehicles and it was evident that many participants had never seriously considered what they would do if they could no longer drive. We posit that SCT principles may be applied to help older adults build self-efficacy to transition to driving cessation when needed.
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Affiliation(s)
- Noelle L Fields
- School of Social Work, University of Texas at Arlington, Arlington, TX, USA
| | | | - Ian E Murphy
- College of Social Work, The Ohio State University, Columbus, OH, USA
| | - Christine Highfill
- School of Social Work, University of Texas at Arlington, Arlington, TX, USA
| | - Qiuchang Cao
- Pepper Institute on Aging and Public Policy& Claude Pepper Center, Florida State University, Tallahassee, FL, USA, USA
| | - Katie White
- College of Social Work, The Ohio State University, Columbus, OH, USA
| | - Marisa Sheldon
- College of Social Work, The Ohio State University, Columbus, OH, USA
| | | | - Alan Kunz-Lomelin
- School of Social Work, University of Texas at Arlington, Arlington, TX, USA
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Hanevik E, Røvik FMG, Bøe T, Knapstad M, Smith ORF. Client predictors of therapy dropout in a primary care setting: a prospective cohort study. BMC Psychiatry 2023; 23:358. [PMID: 37226210 DOI: 10.1186/s12888-023-04878-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Accepted: 05/16/2023] [Indexed: 05/26/2023] Open
Abstract
BACKGROUND Therapy dropout poses a major challenge. Considerable research has been conducted on predictors of dropout, however none in the context of primary mental health services in Norway. The purpose of this study was to investigate which client characteristics can predict dropout from the service Prompt Mental Health Care (PMHC). METHODS We performed a secondary analysis of a Randomized Controlled Trial (RCT). Our sample consisted of 526 adult participants receiving PMHC-treatment in the municipalities of Sandnes and Kristiansand, between November 2015 to August 2017. Using logistic regression, we investigated the association between nine client characteristics and dropout. RESULTS The dropout rate was 25.3%. The adjusted analysis indicated that older clients had a lower odds ratio (OR) of dropping out compared to younger clients (OR = 0.43, [95% CI = 0.26, 0.71]). Moreover, clients with higher education had a lower odds ratio of dropping out compared to clients with lower levels of education (OR = 00.55, 95% CI [0.34, 0.88]), while clients who were unemployed were more likely to drop-out as compared the regularly employed (OR = 2.30, [95% CI = 1.18, 4.48]). Finally, clients experiencing poor social support had a higher odds ratio of dropping out compared to clients who reported good social support (OR = 1.81, [95% CI = 1.14, 2.87]). Sex, immigrant background, daily functioning, symptom severity and duration of problems did not predict dropout. CONCLUSION The predictors found in this prospective study might help PMHC-therapists identify clients at risk of dropout. Strategies for preventing dropout are discussed.
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Affiliation(s)
- Elin Hanevik
- Søndre Oslo DPS, Helga Vaneks Vei 6, 1281, Oslo, Norway
| | - Frida M G Røvik
- Rask Psykisk Helsehjelp, Bydel Ullern, Hoffsveien 48, 0377, Oslo, Norway
| | - Tormod Bøe
- Department of Psychosocial Science, The University of Bergen, Christies Gate 12, 5015, Bergen, Norway
- RKBU Vest, NORCE Norwegian Research Centre, Bergen, Norway
| | - Marit Knapstad
- Department of Health Promotion, Norwegian Institute of Public Health, Zander Kaaes Gate 7, 5015, Bergen, Norway
| | - Otto R F Smith
- Department of Health Promotion, Norwegian Institute of Public Health, Zander Kaaes Gate 7, 5015, Bergen, Norway.
- Centre for Evaluation of Public Health Measures, Norwegian Institute of Public Health, Oslo, Norway.
- Department of Teacher Education, NLA University College, Pb 74 Sandviken, 5812, Bergen, Norway.
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Turner RJ, Hagoort K, Meijer RJ, Coenen F, Scheepers FE. Bayesian network analysis of antidepressant treatment trajectories. Sci Rep 2023; 13:8428. [PMID: 37225783 DOI: 10.1038/s41598-023-35508-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 05/19/2023] [Indexed: 05/26/2023] Open
Abstract
It is currently difficult to successfully choose the correct type of antidepressant for individual patients. To discover patterns in patient characteristics, treatment choices and outcomes, we performed retrospective Bayesian network analysis combined with natural language processing (NLP). This study was conducted at two mental healthcare facilities in the Netherlands. Adult patients admitted and treated with antidepressants between 2014 and 2020 were included. Outcome measures were antidepressant continuation, prescription duration and four treatment outcome topics: core complaints, social functioning, general well-being and patient experience, extracted through NLP of clinical notes. Combined with patient and treatment characteristics, Bayesian networks were constructed at both facilities and compared. Antidepressant choices were continued in 66% and 89% of antidepressant trajectories. Score-based network analysis revealed 28 dependencies between treatment choices, patient characteristics and outcomes. Treatment outcomes and prescription duration were tightly intertwined and interacted with antipsychotics and benzodiazepine co-medication. Tricyclic antidepressant prescription and depressive disorder were important predictors for antidepressant continuation. We show a feasible way of pattern discovery in psychiatry data, through combining |