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Lafit G, Revol J, Cloos L, Kuppens P, Ceulemans E. The Effect of Different Construct Operationalizations, Study Duration, and Preprocessing Choices on Power-Based Sample Size Recommendations in Intensive Longitudinal Research. Assessment 2025; 32:206-223. [PMID: 39540648 DOI: 10.1177/10731911241286868] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2024]
Abstract
To shed light on the dynamics of psychological processes, researchers often collect intensive longitudinal (IL) data by asking people to repeatedly report on their momentary experiences in daily life. Two important decisions when designing an IL study concern the number of persons and the number of measurement occasions to be included. These sample size decisions are ideally based on statistical power considerations. When conducting statistical power analysis, it is necessary to provide the value of the effect size of interest as well as of all other model parameters. In IL research, these values have to be based on previous studies. This implies that these values are subject to large heterogeneity due to differences in study design and preprocessing choices. This between-study heterogeneity can severely impact power-based sample size recommendations. In this article, we introduce an approach to investigate the impact of study design and pre-processing of previous studies and to determine a recommended sample size to account for this impact. We demonstrate how to use this approach to investigate the effect of different construct operationalizations, study duration, and preprocessing choices. This approach paves the way for more thoughtful and robust sample-size decisions.
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Braeckman J, Wyckaert M, De Vriendt P, Costa U, Lemmens G, Van Hecke A, Satink T, Van de Velde D. How Do People With Schizophrenia Manage Their Daily Life? A Qualitative Study. Int J Ment Health Nurs 2025; 34. [PMID: 39696787 DOI: 10.1111/inm.13490] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2022] [Revised: 11/14/2024] [Accepted: 11/26/2024] [Indexed: 12/20/2024]
Abstract
Due to the rising number of long-term mental health conditions, there has been a shift in therapeutic focus from curing these conditions, to living a meaningful life with them. Self-management is described as the ability to live with the emotional, life role and medical consequences of long-term conditions such as schizophrenia. However, the perspective of people with schizophrenia on self-management in current literature is missing. A lack of understanding of strategies used by people with schizophrenia to self-manage, could adversely affect the use of self-management interventions. Therefore, this study aims to identify how people with schizophrenia manage their daily life. Semi-structured interviews (n = 9) were conducted in a qualitative descriptive design. The study is reported by using the COREQ checklist. All participants, recruited through purposive sampling, have been stabilised after a schizophrenic episode and have been reintegrated into their community. The data were analysed through thematic analysis. Self-management for people with schizophrenia is an individualised process that revolves around performing day-to-day activities according to the participant's wishes. In addition, participants tried to prevent relapse by self-managing daily life. Personal-, social- and schizophrenia-related factors were seen as barriers and/or facilitators in their self-management. These barriers and/or facilitators were self-managed using daily activities. Current self-management interventions for this population often aim at improving medication adherence. Self-management interventions facilitated by health care professionals should (i) focus more on supporting patients in finding their daily structure through meaningful activities and (ii) be mindful of the duality contained within self-management of people with stabilised schizophrenia.
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Affiliation(s)
- Jolien Braeckman
- Faculty of Medicine and Health Sciences, Department of Rehabilitation Sciences, Occupational Therapy Research Group, Ghent University, Ghent, Belgium
| | - Mariotte Wyckaert
- Faculty of Medicine and Health Sciences, Department of Rehabilitation Sciences, Occupational Therapy Research Group, Ghent University, Ghent, Belgium
| | - Patricia De Vriendt
- Faculty of Medicine and Health Sciences, Department of Rehabilitation Sciences, Occupational Therapy Research Group, Ghent University, Ghent, Belgium
- Occupational Therapy Department, Artevelde University of Applied Sciences, Ghent, Belgium
- Department of Gerontology, Frailty in Ageing (FRIA) Research Group and Mental Health and Wellbeing (MENT) Research Group, Vrije Universiteit Brussel, Brussel, Belgium
| | - Ursula Costa
- Institute of Innovation, Sustainability, & Transformation in Health and Social Systems (InnTra), Health University of Applied Science Tyrol, Tyrol, Austria
- Masters programmes in Occupational Therapy and Occupational Science, Health University of Applied Sciences Tyrol, Tyrol, Austria
| | - Gilbert Lemmens
- Department of Psychiatry, Ghent University Hospital, Ghent, Belgium
- Department of Head and Skin-Psychiatry and Medical Psychology, Ghent University, Ghent, Belgium
| | - Ann Van Hecke
- Department of Public Health and Primary Care, University Centre for Nursing and Midwifery, Ghent University, Ghent, Belgium
- Department of Nursing, Ghent University Hospital, Ghent, Belgium
| | - Ton Satink
- Research Group Neurorehabilitation - Self regulation and Participation, HAN University of Applied Sciences, Nijmegen, The Netherlands
| | - Dominique Van de Velde
- Faculty of Medicine and Health Sciences, Department of Rehabilitation Sciences, Occupational Therapy Research Group, Ghent University, Ghent, Belgium
- Occupational Therapy Department, Artevelde University of Applied Sciences, Ghent, Belgium
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Pieters LE, Deenik J, Hoogendoorn AW, van Someren EJW, van Harten PN. Sleep and physical activity patterns in relation to daily-life symptoms in psychosis: An actigraphy and experience sampling study. Psychiatry Res 2025; 344:116320. [PMID: 39673966 DOI: 10.1016/j.psychres.2024.116320] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/02/2024] [Revised: 10/31/2024] [Accepted: 12/05/2024] [Indexed: 12/16/2024]
Abstract
Sleep disturbances and reduced physical activity (PA) are important risk factors for poor physical and mental health outcomes in people with psychosis. However, the precise interrelations between sleep, PA and psychopathology remain unclear. This study combined experience sampling (ESM) and actigraphy in thirty-two patients with a schizophrenia spectrum disorder to investigate interrelations of day-to-day variations in actigraphic estimates of PA and sleep and psychotic and affective symptoms. Multilevel mixed-models show that subjects reported more positive affect on more physically active days. Unexpectedly, participants reported worse next-day negative affect and/or psychotic symptoms after nights with higher sleep continuity, as consistently indicated by sleep efficiency and the mean duration of bouts of wake and sleep. Lastly, PA was higher after nights with higher sleep continuity and shorter total sleep duration. These results highlight that modifiable lifestyle factors such as PA and sleep have an intricate, but clinically relevant relationship with psychotic and affective symptoms. Future studies are needed to further examine the complex effects of these behaviors in order to develop effective, targeted treatment strategies to improve clinical outcome in psychosis.
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Affiliation(s)
- Lydia E Pieters
- Research Department, Psychiatric Centre GGz Centraal, Postbus 3051, Amersfoort 3800 DB, the Netherlands; Department of Mental Health and Neuroscience, Maastricht University, PO Box 616, Maastricht 6200 MD, the Netherlands.
| | - Jeroen Deenik
- Research Department, Psychiatric Centre GGz Centraal, Postbus 3051, Amersfoort 3800 DB, the Netherlands; Department of Mental Health and Neuroscience, Maastricht University, PO Box 616, Maastricht 6200 MD, the Netherlands
| | - Adriaan W Hoogendoorn
- Department of Psychiatry, Amsterdam UMC, VU University, Amsterdam Public Health Research Institute & Neuroscience, De Boelelaan 1085, Amsterdam 1081 HV, the Netherlands
| | - Eus J W van Someren
- Department of Psychiatry, Amsterdam UMC, VU University, Amsterdam Public Health Research Institute & Neuroscience, De Boelelaan 1085, Amsterdam 1081 HV, the Netherlands; Department of Sleep and Cognition, Netherlands Institute for Neuroscience, Royal Netherlands Academy of Arts and Sciences, Meibergdreef 47, Amsterdam 1105 BA, the Netherlands; Department of Integrative Neurophysiology, Center for Neurogenomics and Cognitive Research, Amsterdam Neuroscience, VU University, De Boelelaan 1081, Amsterdam 1081 HV, the Netherlands
| | - Peter N van Harten
- Research Department, Psychiatric Centre GGz Centraal, Postbus 3051, Amersfoort 3800 DB, the Netherlands; Department of Mental Health and Neuroscience, Maastricht University, PO Box 616, Maastricht 6200 MD, the Netherlands
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Abel DB, Vohs JL, Salyers MP, Wu W, Minor KS. Social anhedonia in the daily lives of people with schizophrenia: Examination of anticipated and consummatory pleasure. Schizophr Res 2024; 271:253-261. [PMID: 39067367 PMCID: PMC11384150 DOI: 10.1016/j.schres.2024.07.043] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/01/2024] [Revised: 05/18/2024] [Accepted: 07/21/2024] [Indexed: 07/30/2024]
Abstract
Social anhedonia is a hallmark symptom of schizophrenia. Discrepancies in anticipated versus consummatory pleasure for non-social stimuli are well-documented. Thus, a similar emotional paradox may underlie social anhedonia. If so, our understanding of social anhedonia-including how to treat it in schizophrenia-could be enhanced. This project used a 5-day experience sampling method (ESM) to measure discrepancies between anticipated and consummatory pleasure for real-world social activities in people with schizophrenia and healthy controls (n = 30/group). ESM results were compared to laboratory assessments of negative symptoms and neurocognition. The schizophrenia group exhibited similar levels of anticipated and consummatory social pleasure as controls throughout daily life, and both groups were accurate in their short-term predictions of pleasure. Clinical interviews revealed those with schizophrenia showed significant deficits in long-term social pleasure prediction (i.e., a 1-week timeframe). Thus, people with schizophrenia may exhibit differences in ability to predict pleasure in the short-term versus the long-term. Negative symptoms and neurocognition were related to anticipated, but not consummatory, social pleasure, suggesting anhedonia is driven by deficits in thinking about pleasure, rather than inability to experience pleasure. Clinical implications include focusing on building upon short-term ability to predict pleasure in therapy to increase social motivation in schizophrenia.
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Affiliation(s)
- Danielle B Abel
- Indiana University - Indianapolis, 402 N Blackford St, Indianapolis, IN 46202, USA; West Haven VA Medical Center, 950 Campbell Ave, West Haven, CT 06516, USA
| | - Jenifer L Vohs
- Indiana University - Indianapolis, 402 N Blackford St, Indianapolis, IN 46202, USA
| | - Michelle P Salyers
- Indiana University - Indianapolis, 402 N Blackford St, Indianapolis, IN 46202, USA
| | - Wei Wu
- Indiana University - Indianapolis, 402 N Blackford St, Indianapolis, IN 46202, USA
| | - Kyle S Minor
- Indiana University - Indianapolis, 402 N Blackford St, Indianapolis, IN 46202, USA
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Cai L, Liu L, Jiang Z, Liang Z, Yang Y. Efficacy and safety of Xiaoyao Pill combined with Western medicine in the treatment of schizophrenia: A Meta-analysis and Systematic review. Medicine (Baltimore) 2024; 103:e37226. [PMID: 38457544 PMCID: PMC10919496 DOI: 10.1097/md.0000000000037226] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/18/2023] [Revised: 01/17/2024] [Accepted: 01/19/2024] [Indexed: 03/10/2024] Open
Abstract
BACKGROUND The efficacy and safety of Xiaoyao Pill combined with Western medicine in the treatment of schizophrenia are still inconclusive. This meta-analysis summarized relevant studies to compare the efficacy and safety of Xiaoyao Pill combined with Western medicine and Western medicine alone in the treatment of schizophrenia, aiming to provide guidance for clinical treatment. METHODS In this meta-analysis, we searched PubMed, Embase, Cochrane Library, CNKI, Wanfang, CQVIP, and CBM databases from the establishment of the databases to August 2023. The study proposed to include studies that reported combination of Xiaoyao Pill with Western medicine and Western medicine alone in the treatment of schizophrenia, excluding published literature, unpublished literature, literature with incomplete or inadequate information, animal experiments, literature reviews and systematic studies. Data were analyzed using Review manager 5.3. RESULTS About 9 studies (6 RCTs and 3 case-control studies) were included in this meta-analysis. The sample size ranged from 60 to 128, with a total of 779 patients, including 395 in the combined treatment group and 384 in the control group. Pooled results showed that the total effective rate of combined treatment group was significantly higher than that of Western medicine alone (OR = 4.21, 95% CI: 1.50-11.83, P = .006). Positive and Negative Syndrome Scale (PANSS) (-) (MD = -2.30, 95% CI: -3.72 ~ -0.89, P = .001) and PANSS (+) (MD = -2.60, 95% CI: -3.34 ~ -1.86, P < .00001) of combined treatment group were all significantly lower than that of Western medicine alone. Additionally, PRL levels of combined treatment group was significantly lower than that of Western medicine alone (MD = -28.78, 95% CI: -42.20 ~ -15.35, P < .0001). However, there was no significant difference in BPRS and total PANSS between combined treatment group and Western medicine alone group. Notably, pooled results showed that there was no significant difference in incidence of adverse events between combined treatment group and Western medicine alone group. CONCLUSION The effective rate of Xiaoyao Pill combined with Western medicine in the treatment of schizophrenia is higher than that of Western medicine alone, which can effectively relieve the positive and negative symptoms of schizophrenia, and can significantly reduce the level of PRL. In the treatment of schizophrenia, clinicians can give priority to Xiaoyao Pill combined with Western medicine therapy.
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Affiliation(s)
- Lili Cai
- Department of Psychiatric Rehabilitation, Guangzhou Kangning Hospital, Guangzhou 510430, China
| | - Lianqi Liu
- Department of Psychiatric Rehabilitation, Guangzhou Kangning Hospital, Guangzhou 510430, China
- Collaborative Innovation Center for Civil Affairs of Guangzhou, Guangzhou 510430, China
| | - Zhibing Jiang
- Department of Psychiatric Rehabilitation, Guangzhou Kangning Hospital, Guangzhou 510430, China
| | - Zhongxing Liang
- Department of Psychiatric Rehabilitation, Guangzhou Kangning Hospital, Guangzhou 510430, China
| | - Yuehua Yang
- Department of Psychiatric Rehabilitation, Guangzhou Kangning Hospital, Guangzhou 510430, China
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