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Wang Q, Lee RLT, Hunter S, Zhu A, Chan SWC. Patient Engagement in a Mobile App-Based Rehabilitation Program for Total Hip or Knee Arthroplasty: Secondary Data Analysis of a Randomized Controlled Trial. JMIR Mhealth Uhealth 2024; 12:e57635. [PMID: 39353187 PMCID: PMC11480718 DOI: 10.2196/57635] [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] [Received: 02/22/2024] [Revised: 07/05/2024] [Accepted: 08/07/2024] [Indexed: 10/04/2024] Open
Abstract
BACKGROUND Health care professionals use mobile apps to support patients' rehabilitation after total hip or knee arthroplasty. Understanding patient engagement in such mobile health interventions can help tailor these interventions to better support patients. OBJECTIVE This study aimed to investigate patient engagement in a mobile app-based arthroplasty rehabilitation program and to investigate the association between patient engagement and their characteristics. METHODS Data were extracted from a pool of 42 participants in the experimental arm of a randomized controlled trial that used a mobile app (WeChat [Tencent Holdings Limited])-based program to support patients' rehabilitation after total hip or knee arthroplasty. The primary outcomes were the number of days the participants accessed the program and completed recommended rehabilitation tasks. Secondary outcomes included data on the participants' posts on a discussion forum, messages sent by the participants, access to the program components, and reading and sharing the program content. Generalized linear models were used to analyze the association between patient engagement and personal characteristics. RESULTS The participants reported in a rehabilitation diary accessing the program on a mean of 5.2 (SD 2) days per week and completing recommended rehabilitation tasks on a mean of 6.5 (SD 0.8) days per week. The majority (31/42, 74%) posted on the discussion forum, with a mean of 18.1 (SD 21.2) posts. Most participants (37/42, 88%) sent messages to health care professionals, with a mean of 14 (SD 15.9) messages. The program components were visited for a total of 525 times. The program content was read 898 times and shared 82 times in total. Generalized linear models showed that both primary outcomes, the number of days the participants accessed the program (B=6.46, 95% CI 1.98-15.35; χ21=11.1, P=.001) and the number of days they completed rehabilitation tasks (B=2.65, 95% CI 0.45-5.48; χ21=5.7, P=.02), were positively associated with having a high school education or above. In addition, the number of posts on the discussion forum was positively associated with living with family, having a high school education or above, undergoing total knee arthroplasty, having comorbidities, and the score of self-efficacy but was negatively associated with age. The number of messages sent by the participants was positively associated with having a high school education or above, having comorbidities, and the score of self-efficacy. CONCLUSIONS Patient engagement in mobile arthroplasty rehabilitation is associated with their education level, cohabitation status, age, type of surgery, presence of comorbidities, and sense of self-efficacy. Program developers can consider these characteristics and use strategies, such as family involvement, in the design of mobile arthroplasty rehabilitation programs to enhance patient engagement in such interventions. TRIAL REGISTRATION Australian New Zealand Clinical Trials Registry ACTRN12621000867897; https://tinyurl.com/mtdw25fp.
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MESH Headings
- Humans
- Male
- Female
- Arthroplasty, Replacement, Knee/rehabilitation
- Arthroplasty, Replacement, Knee/psychology
- Mobile Applications/standards
- Mobile Applications/statistics & numerical data
- Patient Participation/psychology
- Patient Participation/statistics & numerical data
- Patient Participation/methods
- Middle Aged
- Arthroplasty, Replacement, Hip/rehabilitation
- Arthroplasty, Replacement, Hip/psychology
- Arthroplasty, Replacement, Hip/methods
- Aged
- Secondary Data Analysis
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Affiliation(s)
- Qingling Wang
- School of Nursing and Health Management, Shanghai University of Medicine and Health Sciences, Shanghai, China
- School of Nursing and Midwifery, College of Health, Medicine and Wellbeing, University of Newcastle, Newcastle, Australia
| | - Regina Lai-Tong Lee
- School of Nursing and Midwifery, College of Health, Medicine and Wellbeing, University of Newcastle, Newcastle, Australia
- The Nethersole School of Nursing, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong, China (Hong Kong)
| | - Sharyn Hunter
- School of Nursing and Midwifery, College of Health, Medicine and Wellbeing, University of Newcastle, Newcastle, Australia
| | - Aiyong Zhu
- School of Nursing and Health Management, Shanghai University of Medicine and Health Sciences, Shanghai, China
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Kim N, Lee SH, Andreu-Perez L, Pitluk A, Kim JN. Coping with Non-COVID-19 Health Problems Through Communicative Action in Cyberspace. JOURNAL OF HEALTH COMMUNICATION 2024; 29:450-466. [PMID: 38872325 DOI: 10.1080/10810730.2024.2365777] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2024]
Abstract
This study investigated how the online health information behaviors of U.S. adults with illnesses unrelated to COVID-19 virus infection affected their coping with health problems and concerns during the COVID-19 pandemic. Guided by the cybercoping model (Kim & Lee, 2014), the study examined associations between these patients' online information behaviors (information seeking and information forwarding) and coping outcomes (health problems and affective states). The study further explored the mediating roles of health coping processes (problem-and emotion-focused) in the associations between these information behaviors and coping outcomes. Survey data from 687 participants were analyzed using structural equation modeling. The results highlighted the significance of information forwarding in enhancing both coping processes and outcomes, while information seeking enhanced problem-focused coping and health-problem coping outcomes alone. These associations were more pronounced among U.S. adults without chronic conditions than among those with chronic illnesses. These findings' implications, the study's limitations, and suggestions for future research were also addressed.
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Affiliation(s)
- Narae Kim
- Reynolds School of Journalism, University of Nevada, Reno, Nevada, USA
- Debiasing and Lay Informatics (DaLI) Lab, Center for Applied Social Research, University of Oklahoma, Norman, Oklahoma, USA
| | - Seung Hoo Lee
- Department of Psychology, Keimyung University, Daegu, Dalseo-gu, South Korea
| | - Loarre Andreu-Perez
- School of Journalism and Media Studies, San Diego State University, San Diego, California, USA
- Debiasing and Lay Informatics (DaLI) Lab, Center for Applied Social Research, University of Oklahoma, Norman, Oklahoma, USA
| | - Adam Pitluk
- Communication, Media, & Culture, Coastal Carolina University, Conway, South Carolina, USA
| | - Jeong-Nam Kim
- Gaylord College of Journalism & Mass Communication, University of Oklahoma, Norman, Oklahoma, USA
- Debiasing and Lay Informatics (DaLI) Lab, Center for Applied Social Research, University of Oklahoma, Norman, Oklahoma, USA
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Maida E, Moccia M, Palladino R, Borriello G, Affinito G, Clerico M, Repice AM, Di Sapio A, Iodice R, Spiezia AL, Sparaco M, Miele G, Bile F, Scandurra C, Ferraro D, Stromillo ML, Docimo R, De Martino A, Mancinelli L, Abbadessa G, Smolik K, Lorusso L, Leone M, Leveraro E, Lauro F, Trojsi F, Streito LM, Gabriele F, Marinelli F, Ianniello A, De Santis F, Foschi M, De Stefano N, Morra VB, Bisecco A, Coghe G, Cocco E, Romoli M, Corea F, Leocani L, Frau J, Sacco S, Inglese M, Carotenuto A, Lanzillo R, Padovani A, Triassi M, Bonavita S, Lavorgna L. ChatGPT vs. neurologists: a cross-sectional study investigating preference, satisfaction ratings and perceived empathy in responses among people living with multiple sclerosis. J Neurol 2024; 271:4057-4066. [PMID: 38568227 PMCID: PMC11233331 DOI: 10.1007/s00415-024-12328-x] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2024] [Revised: 03/11/2024] [Accepted: 03/12/2024] [Indexed: 07/10/2024]
Abstract
BACKGROUND ChatGPT is an open-source natural language processing software that replies to users' queries. We conducted a cross-sectional study to assess people living with Multiple Sclerosis' (PwMS) preferences, satisfaction, and empathy toward two alternate responses to four frequently-asked questions, one authored by a group of neurologists, the other by ChatGPT. METHODS An online form was sent through digital communication platforms. PwMS were blind to the author of each response and were asked to express their preference for each alternate response to the four questions. The overall satisfaction was assessed using a Likert scale (1-5); the Consultation and Relational Empathy scale was employed to assess perceived empathy. RESULTS We included 1133 PwMS (age, 45.26 ± 11.50 years; females, 68.49%). ChatGPT's responses showed significantly higher empathy scores (Coeff = 1.38; 95% CI = 0.65, 2.11; p > z < 0.01), when compared with neurologists' responses. No association was found between ChatGPT' responses and mean satisfaction (Coeff = 0.03; 95% CI = - 0.01, 0.07; p = 0.157). College graduate, when compared with high school education responder, had significantly lower likelihood to prefer ChatGPT response (IRR = 0.87; 95% CI = 0.79, 0.95; p < 0.01). CONCLUSIONS ChatGPT-authored responses provided higher empathy than neurologists. Although AI holds potential, physicians should prepare to interact with increasingly digitized patients and guide them on responsible AI use. Future development should consider tailoring AIs' responses to individual characteristics. Within the progressive digitalization of the population, ChatGPT could emerge as a helpful support in healthcare management rather than an alternative.
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Affiliation(s)
- Elisabetta Maida
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Via Pansini 5, 80131, Naples, Italy
| | - Marcello Moccia
- Department of Molecular Medicine and Medical Biotechnology, Federico II University of Naples, Naples, Italy
- Multiple Sclerosis Unit, Policlinico Federico II University Hospital, Naples, Italy
| | - Raffaele Palladino
- Department of Public Health, University "Federico II" of Naples, Naples, Italy
- Department of Primary Care and Public Health, Imperial College of London, London, UK
| | - Giovanna Borriello
- Department of Human Neuroscience, Sapienza University of Rome, Rome, Italy
| | - Giuseppina Affinito
- Department of Public Health, University "Federico II" of Naples, Naples, Italy
| | - Marinella Clerico
- Dipartimento di Scienze Cliniche e Biologiche, Università Di Torino, Turin, Italy
| | - Anna Maria Repice
- Department of Neurology 2 and Tuscan Region Multiple Sclerosis Referral Centre, Careggi University Hospital, Florence, Italy
| | - Alessia Di Sapio
- Department of Neurology and Multiple Sclerosis Regional Referral Centre, AOU San Luigi Gonzaga, Orbassano, Turin, Italy
| | - Rosa Iodice
- Department of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples Federico II, Naples, Italy
| | - Antonio Luca Spiezia
- Multiple Sclerosis Unit, Policlinico Federico II University Hospital, Naples, Italy
| | - Maddalena Sparaco
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Via Pansini 5, 80131, Naples, Italy
| | - Giuseppina Miele
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Via Pansini 5, 80131, Naples, Italy
| | - Floriana Bile
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Via Pansini 5, 80131, Naples, Italy
| | - Cristiano Scandurra
- Department of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples Federico II, Naples, Italy
| | - Diana Ferraro
- Department of Neuroscience, Azienda Ospedaliero-Universitaria di Modena, Modena, Emilia-Romagna, Italy
- Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | | | - Renato Docimo
- Multiple Sclerosis Center, Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Antonio De Martino
- Institute of Neurology, University Magna Graecia of Catanzaro, Catanzaro, Italy
| | - Luca Mancinelli
- Neurology Unit, Bufalini Hospital, Local Health Agency of Romagna, Cesena, Italy
| | - Gianmarco Abbadessa
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Via Pansini 5, 80131, Naples, Italy
- Department of Brain Sciences, Imperial College London, London, W120BZ, UK
| | - Krzysztof Smolik
- Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | - Lorenzo Lorusso
- Neurology Unit-Neuroscience Department A.S.S.T.Lecco, Merate Hospital, 23807, Merate, Italy
| | - Maurizio Leone
- Neurology Unit, Fondazione IRCCS Casa Sollievo della Sofferenza, 71013, San Giovanni Rotondo, Italy
| | - Elisa Leveraro
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health (DiNOGMI), University of Genoa, Genoa, Italy
- Department of Neurology, IRCSS Ospedale Policlinico San Martino, Genoa, Italy
| | - Francesca Lauro
- Department of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples Federico II, Naples, Italy
| | - Francesca Trojsi
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Via Pansini 5, 80131, Naples, Italy
| | - Lidia Mislin Streito
- Dipartimento di Scienze Cliniche e Biologiche, Università Di Torino, Turin, Italy
| | - Francesca Gabriele
- Department of Biotechnological and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy
| | - Fabiana Marinelli
- Neurology Unit, Multiple Sclerosis Center, Fabrizio Spaziani Hospital, Frosinone, Italy
| | - Antonio Ianniello
- Department of Human Neuroscience, Sapienza University of Rome, Rome, Italy
| | - Federica De Santis
- Department of Neurology and Stroke Unit of Avezzano-Sulmona, ASL 1 Avezzano-Sulmona-L'Aquila, L'Aquila, Italy
| | - Matteo Foschi
- Department of Biotechnological and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy
- Department of Neuroscience, Multiple Sclerosis Center, S. Maria delle Croci Hospital, AUSL Romagna, Ravenna, Italy
| | - Nicola De Stefano
- Department of Medicine, Surgery and Neuroscience, University of Siena, Siena, Italy
| | - Vincenzo Brescia Morra
- Department of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples Federico II, Naples, Italy
| | - Alvino Bisecco
- Multiple Sclerosis Center, Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Naples, Italy
| | - Giancarlo Coghe
- Department of Medical Sciences and Public Health, Multiple Sclerosis Center, Binaghi Hospital, ASL Cagliari, University of Cagliari, Cagliari, Italy
| | - Eleonora Cocco
- Department of Medical Sciences and Public Health, Multiple Sclerosis Center, Binaghi Hospital, ASL Cagliari, University of Cagliari, Cagliari, Italy
| | - Michele Romoli
- Neurology Unit, Bufalini Hospital, Local Health Agency of Romagna, Cesena, Italy
| | - Francesco Corea
- Dipartimento di Neurologia, Ospedale di Foligno, Azienda USL Umbria 2, Terni, Italy
| | - Letizia Leocani
- Vita-Salute San Raffaele University, Milan, Italy
- Experimental Neurophysiology Unit, Institute of Experimental Neurology-INSPE, IRCCS Scientific Institute San Raffaele, Milan, Italy
| | - Jessica Frau
- Department of Medical Sciences and Public Health, Multiple Sclerosis Center, Binaghi Hospital, ASL Cagliari, University of Cagliari, Cagliari, Italy
| | - Simona Sacco
- Department of Biotechnological and Applied Clinical Sciences, University of L'Aquila, L'Aquila, Italy
| | - Matilde Inglese
- Department of Neuroscience, Rehabilitation, Ophthalmology, Genetics, Maternal and Child Health (DiNOGMI), University of Genoa, Genoa, Italy
- Department of Neurology, IRCSS Ospedale Policlinico San Martino, Genoa, Italy
| | - Antonio Carotenuto
- Department of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples Federico II, Naples, Italy
| | - Roberta Lanzillo
- Department of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples Federico II, Naples, Italy
| | - Alessandro Padovani
- Unit of Neurology, Azienda Socio-Sanitaria Territoriale Spedali Civili, Brescia, Italy
- Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
| | - Maria Triassi
- Department of Public Health, University "Federico II" of Naples, Naples, Italy
| | - Simona Bonavita
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Via Pansini 5, 80131, Naples, Italy.
| | - Luigi Lavorgna
- Department of Advanced Medical and Surgical Sciences, University of Campania "Luigi Vanvitelli", Via Pansini 5, 80131, Naples, Italy
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Ren R, Li H, Zhang J, Li X, Yuan L, Li D, Shan S, Shi B, Jiang J. Knowledge, attitudes, and practices among Chinese reproductive-age women toward uterine adenomyosis. Front Med (Lausanne) 2024; 11:1361671. [PMID: 38651069 PMCID: PMC11033394 DOI: 10.3389/fmed.2024.1361671] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/26/2023] [Accepted: 03/25/2024] [Indexed: 04/25/2024] Open
Abstract
Objective This study aimed to assess the knowledge, attitudes and practices (KAP) among Chinese reproductive-age women toward uterine adenomyosis. Methods This web-based cross-sectional study was conducted between April 2023 and September 2023 at the Second Hospital of Hebei Medical University. A self-designed questionnaire was developed to collect demographic information of reproductive-age women, and assess their KAP toward uterine adenomyosis. Results A total of 520 valid questionnaires were collected. Among the participants, 127 (24.42%) were diagnosed with uterine adenomyosis, and 120 (23.08%) were accompanied by uterine fibroids. The mean knowledge, attitudes and practices scores were 3.54 ± 3.72 (possible range:0-10), 20.96 ± 3.19 (possible range:5-25) and 24.01 ± 4.95 (possible range:7-35), respectively. The structural equation model demonstrated that knowledge had direct effects on attitudes and practices, as indicated by a path coefficient of 0.714 (p < 0.001) and 1.510 (p < 0.001), respectively. Moreover, attitudes had direct effects on practices, with a path coefficient of 0.226 (p = 0.001). Conclusion The findings revealed that reproductive-age women have insufficient knowledge, negative attitudes, and poor practices toward the uterine adenomyosis. Comprehensive training programs are needed to improve reproductive-age women practices in this area.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Jing Jiang
- Department of Obstetrics and Gynecology, The Second Hospital of Hebei Medical University, Shijiazhuang, Hebei, China
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Sinha J, Serin N. Online Health Information Seeking and Preventative Health Actions: Cross-Generational Online Survey Study. J Med Internet Res 2024; 26:e48977. [PMID: 38466985 DOI: 10.2196/48977] [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] [Received: 05/14/2023] [Revised: 07/31/2023] [Accepted: 02/08/2024] [Indexed: 03/13/2024] Open
Abstract
BACKGROUND The popularity of online health information seeking (OHIS) has increased significantly owing to its accessibility and affordability. To facilitate better health management, it is essential to comprehend the generational differences in OHIS behavior and preventative health actions after seeking online health information (OHI). OBJECTIVE This study investigates the variations in OHIS and engagement in preventative health actions between 2 generations based on their technology use (digital natives [aged 18-42 years] and digital immigrants [aged ≥43 years]). Additionally, this research explores the mediating role of OHIS types on the generational effect on preventative health actions and the moderating role of OHI search frequency, gender, and the presence of chronic diseases on the generational effect on OHIS types and preventative health actions. METHODS A preregistered online survey was conducted on the Prolific online data collection platform using stratified sampling of 2 generations (digital natives and digital immigrants) from the United States in November 2023. Overall, 3 types of OHIS were collected: health wellness information search, health guidance information search, and health management information search. A 1-way analysis of covariance tested the generational differences in types of OHIS and preventative health actions, and a 2-way analysis of covariance tested the moderating role of OHIS search frequency, gender, and the presence of chronic diseases using 7 control variables. The PROCESS Macro Model 4 was used to conduct mediation analyses, testing OHI search types as mediators. Linear regression analyses tested age as a predictor of OHIS and preventative health actions. RESULTS The analysis of 1137 responses revealed generational differences in OHIS. Digital natives searched for health wellness information more frequently (P<.001), whereas digital immigrants searched for health guidance (P<.001) and health management information (P=.001) more frequently. There were no significant differences between the 2 generations regarding preventative health actions (P=.85). Moreover, all 3 types of OHIS mediated the relationship between generational differences and preventative health actions. Furthermore, as people aged, they searched for significantly less health wellness information (P<.001) and more health guidance (P<.001), and health management information (P=.003). Age was not a significant predictor of preventative health actions (P=.48). The frequency of OHI searches did not moderate the effect of generations on OHIS types and preventative health actions. Gender only moderated the relationship between generation and health guidance information search (P=.02), and chronic diseases only moderated the relationship between generation and health wellness information search (P=.03). CONCLUSIONS To the best of our knowledge, this study is the first to explore how 2 digital generations vary in terms of searching for OHI and preventative health behaviors. As the older adult population grows, it is crucial to understand their OHIS behavior and how they engage in preventative health actions to enhance their quality of life.
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Affiliation(s)
- Jayati Sinha
- Department of Marketing & Logistics, College of Business, Florida International University, Miami, FL, United States
| | - Nuket Serin
- W. Fielding Rubel School of Business, Bellarmine University, Louisville, KY, United States
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Yang E, Kim MJ, Lee KH. Internet use and difficulties in acquiring health resources among older adults with disabilities during the COVID-19 pandemic: a population-based cross-sectional study. BMC Public Health 2024; 24:534. [PMID: 38378508 PMCID: PMC10880240 DOI: 10.1186/s12889-024-17922-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 01/30/2024] [Indexed: 02/22/2024] Open
Abstract
BACKGROUND The various restrictions caused by the COVID-19 pandemic may have worsened the digital divide and health inequality. However, research to ascertain the association between Internet use and difficulties in acquiring health resources among older adults with disabilities is scarce. This study aimed to explore the relationship between Internet use and difficulties in acquiring health resources among older adults with disabilities during the COVID-19 pandemic and explore the associated factors by disability severity. METHODS Data from the 2020 survey of people with disabilities in South Korea were used. This secondary analysis study included 4,871 older adults aged 55 and above among 7,025 total responders. Complex sample logistic regression analyses were conducted to identify the association between Internet use and difficulties in acquiring health resources during the pandemic. RESULTS Only 23.66% of older adults with disabilities used the Internet. Internet non-users were more likely to experience difficulties in obtaining health resources than Internet users. The relationship between Internet non-use and difficulties in acquiring COVID-19-related information (OR 1.57, 95% CI 1.28-1.92) and buying and using personal protective equipment (OR 1.36, 95% CI 1.11-1.65) were statistically significant in the overall sample. Whereas, difficulties with using medical services were not statistically significantly associated with Internet use. Additionally, factors associated with difficulties in acquiring health resources differed by disability severity. CONCLUSIONS Considering that older adults with disabilities experience triple the burden amid COVID-19 due to old age, disabilities, and the digital divide, policymakers, healthcare professionals, and engineers should aim to narrow the gaps between Internet users and Internet non-users among this population. Narrowing the gaps will make decreasing health gaps and increasing well-being among older adults with disabilities more attainable.
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Affiliation(s)
- Eunjin Yang
- College of Nursing, Gachon University, Incheon, South Korea
| | - Min Jung Kim
- Mo-Im Kim Nursing Research Institute, Yonsei University College of Nursing, 50-1 Yonsei-Ro, Seodaemun-Gu, Seoul, 03722, Republic of Korea
| | - Kyung Hee Lee
- Mo-Im Kim Nursing Research Institute, Yonsei University College of Nursing, 50-1 Yonsei-Ro, Seodaemun-Gu, Seoul, 03722, Republic of Korea.
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Liu Z, Liao Y, Hwang CL, Rethorst CD, Zhang X. Associations of online health information seeking with health behaviors of cancer survivors. Digit Health 2024; 10:20552076241238074. [PMID: 38495862 PMCID: PMC10943714 DOI: 10.1177/20552076241238074] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2023] [Accepted: 02/22/2024] [Indexed: 03/19/2024] Open
Abstract
Objective To examine the effects of online health information seeking (OHIS) behavior on five health behaviors (regular physical activity, less sedentary, calorie checking, no alcohol consumption, and no smoking) among adult cancer survivors in the United States. Methods A cross-sectional analysis was conducted with adult cancer survivors (≥18 years old) from Cycles 2, 3, and 4 of the Health Information National Trends Survey (HINTS). The respondents self-reported OHIS, and the data on the five health behaviors were pooled to perform descriptive and multivariable logistic regression analyses using Stata 17.0. Results Of the 1245 adult cancer survivors, approximately 74% reported OHIS behavior for themselves within the previous year of the survey. We found that OHIS was significantly and positively associated with the level of physical activity (odds ratio [OR] = 1.53, p = .002) and calorie checking (OR = 1.64, p = .001), but not with sedentary behavior, smoking, and alcohol consumption after adjusting for age, sex, race/ethnicity, education, income, body mass index (BMI), marital status, depression, and general health. Conclusions Findings from this study suggest that most cancer survivors used various forms of digital tools and platforms to seek health information. The study also demonstrated an independent impact of OHIS behavior on physical activity and calorie checking. Healthcare professionals may need to encourage and guide cancer survivors to seek credible eHealth information and further utilize digital health tools as a platform for care delivery, promoting health behaviors and preventing adverse health outcomes among cancer survivors.
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Affiliation(s)
- Zhaoli Liu
- College of Nursing and Health Innovation, The University of Texas at Arlington, Arlington, Texas, USA
| | - Yue Liao
- College of Nursing and Health Innovation, The University of Texas at Arlington, Arlington, Texas, USA
| | - Chueh-Lung Hwang
- College of Nursing and Health Innovation, The University of Texas at Arlington, Arlington, Texas, USA
| | - Chad D. Rethorst
- Institute for Advancing Health Through Agriculture, Texas A&M AgriLife Research, Dallas, Texas, USA
| | - Xiaoli Zhang
- Department of Biomedical Informatics, College of Medicine, The Ohio State University, Columbus, Ohio, USA
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Blanco G, Lourenço A. A multilayered graph-based framework to explore behavioural phenomena in social media conversations. Int J Med Inform 2023; 179:105236. [PMID: 37776669 DOI: 10.1016/j.ijmedinf.2023.105236] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2023] [Revised: 08/18/2023] [Accepted: 09/24/2023] [Indexed: 10/02/2023]
Abstract
OBJECTIVE Social media is part of current health communications. This research aims to delve into the effects of social contagion, biased assimilation, and homophily in building and changing health opinions on social media. MATERIALS AND METHODS Conversations about COVID-19 vaccination on English and Spanish Twitter are the case studies. A new multilayered graph-based framework supports the integrated analysis of content similarity within and across posts, users, and conversations to interpret contrasting and confluent user stances. Deep learning models are applied to infer stance. Graph centrality and homophily scores support the interpretation of information reproduction. RESULTS The results show that semantically related English posts tend to present a similar stance about COVID-19 vaccination (rstance = 0.51) whereas Spanish posts are more heterophilic (rstance = 0.38). Neither case showed evidence of homophily regarding user influence or vaccine hashtags. Graph filters for Pfizer and Astrazeneca with a similarity threshold of 0.85 show stance homophily in English scenarios (i.e. rstance = 0.45 and rstance = 0.58, respectively) and small homophily in Spanish scenarios (i.e. r = 0.12 and r = 0.3, respectively). Highly connected users are a minority and are not socially influential. Spanish conversations showed stance homophily, i.e. most of the connected conversations promote vaccination (rstance = 0.42), whereas English conversations are more likely to offer contrasting stances. CONCLUSION The methodology proposed for quantifying the impact of natural and intentional social behaviours in health information reproduction can be applied to any of the main social platforms and any given topic of conversation. Its effectiveness was demonstrated by two case studies describing English and Spanish demographic and sociocultural scenarios.
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Affiliation(s)
- Guillermo Blanco
- Universidade de Vigo, Department of Computer Science, ESEI-Escuela Superior de Ingeniería Informática, Edificio Politécnico, Campus Universitario As Lagoas s/n, 32004 Ourense, Spain; CINBIO, The Biomedical Research Centre, Universidade de Vigo, Campus Univesitario Lagoas-Marcosende, 36310 Vigo, Spain; SING, Next Generation Computer Systems Group, Galicia Sur Health Research Institute (IIS Galicia Sur), SERGAS-UVIGO, Vigo, Spain
| | - Anália Lourenço
- Universidade de Vigo, Department of Computer Science, ESEI-Escuela Superior de Ingeniería Informática, Edificio Politécnico, Campus Universitario As Lagoas s/n, 32004 Ourense, Spain; CINBIO, The Biomedical Research Centre, Universidade de Vigo, Campus Univesitario Lagoas-Marcosende, 36310 Vigo, Spain; SING, Next Generation Computer Systems Group, Galicia Sur Health Research Institute (IIS Galicia Sur), SERGAS-UVIGO, Vigo, Spain; CEB, Centre of Biological Engineering, University of Minho, Campus de Gualtar, 4710-057 Braga, Portugal; LABBELS - Laboratório Associado, Braga/Guimarães, Portugal.
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9
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Zheng Y, Wang XW, Xia CX. Effects of different intervention methods on psychological flexibility, negative emotions and sleep quality in chronic hepatitis B. World J Psychiatry 2023; 13:753-762. [PMID: 38058686 PMCID: PMC10696293 DOI: 10.5498/wjp.v13.i10.753] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Revised: 09/01/2023] [Accepted: 09/11/2023] [Indexed: 10/11/2023] Open
Abstract
BACKGROUND Patients with chronic hepatitis B (CHB) experience various problems, including low psychological flexibility, negative emotions, and poor sleep quality. Therefore, effective nursing interventions are required to reduce adverse events. Acceptance and commitment therapy (ACT) combined with enabling cognitive-behavioral education (ECBE) can improve patients' psychological and sleep. Therefore, we speculate that this may also be effective in patients with CHB. AIM To investigate the effects of different intervention methods on psychological flexibility, negative emotions, and sleep quality in patients with CHB. METHODS This retrospective study examined clinical and evaluation data of 129 patients with CHB. Intervention methods were divided into a conventional group (routine nursing, n = 69) and a combination group (ACT combined with ECBE, n = 60). We observed changes in psychological flexibility, negative emotions, sleep quality, and self-care ability in both groups. Observation items were evaluated using the Acceptance and Action Questionnaire-2nd Edition (AAQ-II), Self-Rating Anxiety Scale (SAS), Self-Rating Depression Scale (SDS), Pittsburgh Sleep Quality Index (PSQI), and Exercise of Self-Care Agency Scale (ESCA). RESULTS Compared with the conventional group, the AAQ-II score of the combined group was lower (Fbetween-group effect = 8.548; Ftime effects = 25.020; Finteraction effects = 52.930; all P < 0.001), the SAS score (t = 5.445) and SDS score (t = 7.076) were lower (all P < 0.001), as were the PSQI dimensions (tsleep quality = 4.581, tfall sleep time = 2.826, tsleep time = 2.436, tsleep efficiency = 5.787, tsleep disorder = 5.008, thypnotic drugs = 3.786, tdaytime dysfunction = 4.812); all P < 0.05). The ESCA scores for all dimensions were higher (thealth knowledge level = 6.994, tself-concept = 5.902, tself-responsibility = 19.820, tself-care skills = 8.470; all P < 0.001). CONCLUSION ACT combined with ECBE in patients with CHB can improve psychological flexibility and sleep quality, alleviate negative emotions, and improve self-care.
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Affiliation(s)
- Ying Zheng
- Department of Infection, The First People’s Hospital of Wenling, Wenling 317500, Zhejiang Province, China
| | - Xiao-Wei Wang
- Department of Infection, The First People’s Hospital of Wenling, Wenling 317500, Zhejiang Province, China
| | - Chen-Xi Xia
- Department of Infection, The First People’s Hospital of Wenling, Wenling 317500, Zhejiang Province, China
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10
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Luo L, Huang J, Li H. Barriers to sexual health-seeking behaviors for Chinese women. Arch Womens Ment Health 2023; 26:581-588. [PMID: 37422612 DOI: 10.1007/s00737-023-01348-7] [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: 04/24/2023] [Accepted: 07/02/2023] [Indexed: 07/10/2023]
Abstract
PURPOSE Cognitive barriers to Chinese women's sexual health-seeking behaviours remained unclear. Therefore, we conducted this study to investigate the characteristics of the sexual health beliefs of Chinese women to clarify why they were reluctant to seek help for sexual issues. METHODS An online survey was undertaken from April to July 2020. RESULTS A total of 3443 valid responses were gleaned (the effective rate was 82.6%), the participants of which were mainly Chinese urban women of childbearing age. Up to 66.0% (n=2271, the standardized rate was 66.8%~73.4%) felt ashamed of sexual health-related disorders. Most women (49.4%, n=1700) were strongly motivated to seek help for sexual issues but also had a great psychological impediment. Women with low motivation and a great psychological impediment were rare (6.4%, n= 219). CONCLUSIONS The shame of sexual health-related disorders was the main barrier to sexual health-seeking behaviours for Chinese women, which should be given enough attention in related health services and sexual education.
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Affiliation(s)
- Lan Luo
- Shanghai Jiao Tong University School of Medicine, 227 South Chongqing Road, Shanghai, 200025, China
| | - Jingjing Huang
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, 600, Wan Ping Nan Lu, Shanghai, 200030, China.
- Shanghai clinical research center for mental health, 600, Wan Ping Nan Lu, Shanghai, 200030, China.
| | - Huafang Li
- Shanghai Mental Health Center, Shanghai Jiao Tong University School of Medicine, 600, Wan Ping Nan Lu, Shanghai, 200030, China.
- Shanghai clinical research center for mental health, 600, Wan Ping Nan Lu, Shanghai, 200030, China.
- Shanghai key laboratory of psychotic disorders, 600, Wan Ping Nan Lu, Shanghai, 200030, China.
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11
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Liu J, Wang S. Factors Influencing the Purchase Intention for Online Health Popular Science Information Based on the Health Belief Model. Behav Sci (Basel) 2023; 13:693. [PMID: 37622833 PMCID: PMC10451687 DOI: 10.3390/bs13080693] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/29/2023] [Revised: 08/17/2023] [Accepted: 08/18/2023] [Indexed: 08/26/2023] Open
Abstract
There is a growing demand for health popular science information from the public. Online paid health popular science information provides a new channel for the public to obtain health popular science information and can meet users' demands for high-quality health popular science information. In order to improve the popularity of online paid health popular science information, it is urgent to investigate the factors influencing users' intention to pay for online health popular science information. Paid online health popular science information can provide users with higher-quality health knowledge, while monetary compensation can incentivize publishers to create and promote the sustainability of social media platforms. Therefore, paid online health popular science information is important for readers, creators, and platforms. Therefore, this study investigates the factors influencing users' intentions to purchase online health popular science information based on the health belief model (HBM). Our research data were obtained by a questionnaire and empirically analyzed by SmartPLS structural equation modeling. The results of this study indicate that the greater the perceived susceptibility, severity, and irreplaceability of health problems, the greater the intention of users to purchase health information when they read the summary portion of paid online health popular science information. And the higher the perceived risk and the more unreasonable the price of the online health popular science information, the lower the intention to purchase. Moreover, both the perceived susceptibility and perceived severity significantly attenuated the negative impacts of perceived health popular science information risk and perceived price unreasonableness on users' intentions to purchase online health popular science information. This study not only enriches and extends the application of the health belief model, but also has important positive implications for the development of online paid health popular science information.
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Affiliation(s)
| | - Shiqi Wang
- School of Management, Shanghai University, Shanghai 201800, China;
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12
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Wang J, Zhen X, Coyte PC, Shao D, Zhao N, Chang L, Feng Y, Sun X. Association Between Online Health Information-Seeking Behaviors by Caregivers and Delays in Pediatric Cancer: Mixed Methods Study in China. J Med Internet Res 2023; 25:e46953. [PMID: 37585244 PMCID: PMC10468701 DOI: 10.2196/46953] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2023] [Revised: 07/06/2023] [Accepted: 07/19/2023] [Indexed: 08/17/2023] Open
Abstract
BACKGROUND Pediatric cancer patients in China often present at an advanced stage of disease resulting in lower survival and poorer health outcomes. One factor hypothesized to contribute to delays in pediatric cancer has been the online health information-seeking (OHIS) behaviors by caregivers. OBJECTIVE This study aims to examine the association between OHIS behaviors by caregivers and delays for Chinese pediatric cancer patients using a mixed methods approach. METHODS This study used a mixed methods approach, specifically a sequential explanatory design. OHIS behavior by the caregiver was defined as the way caregivers access information relevant to their children's health via the Internet. Delays in pediatric cancer were defined as any one of the following 3 types of delay: patient delay, diagnosis delay, or treatment delay. The quantitative analysis methods included descriptive analyses, Student t tests, Pearson chi-square test, and binary logistic regression analysis, all performed using Stata. The qualitative analysis methods included conceptual content analysis and the Colaizzi method. RESULTS A total of 303 pediatric cancer patient-caregiver dyads was included in the quantitative survey, and 29 caregivers completed the qualitative interview. Quantitative analysis results revealed that nearly one-half (151/303, 49.8%) of patients experienced delays in pediatric cancer, and the primary type of delay was diagnosis delay (113/303, 37.3%), followed by patient delay (50/303, 16.5%) and treatment delay (24/303, 7.9%). In this study, 232 of the 303 (76.6%) caregiver participants demonstrated OHIS behaviors. When those engaged in OHIS behaviors were compared with their counterparts, the likelihood of patient delay more than doubled (odds ratio=2.21; 95% CI 1.03-4.75). Qualitative analysis results showed that caregivers' OHIS behaviors impacted the cancer care pathway by influencing caregivers' symptom appraisal before the first medical contact and caregivers' acceptance of health care providers' diagnostic and treatment decisions. CONCLUSIONS Our findings suggest that OHIS among Chinese pediatric caregivers may be a risk factor for increasing the likelihood of patient delay. Our government and society should make a concerted effort to regulate online health information and improve its quality. Specialized freemium consultations provided by health care providers via online health informatic platforms are needed to shorten the time for caregivers' cancer symptom appraisal before the first medical contact.
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Affiliation(s)
- Jiamin Wang
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, China
- National Health Commission Key Lab of Health Economics and Policy Research, Shandong University, West-Wenhua Road, 44, Jinan, China
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Xuemei Zhen
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, China
- National Health Commission Key Lab of Health Economics and Policy Research, Shandong University, West-Wenhua Road, 44, Jinan, China
| | - Peter C Coyte
- Institute of Health Policy, Management and Evaluation, Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Di Shao
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, China
- National Health Commission Key Lab of Health Economics and Policy Research, Shandong University, West-Wenhua Road, 44, Jinan, China
| | - Ni Zhao
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, China
- National Health Commission Key Lab of Health Economics and Policy Research, Shandong University, West-Wenhua Road, 44, Jinan, China
| | - Lele Chang
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, China
- National Health Commission Key Lab of Health Economics and Policy Research, Shandong University, West-Wenhua Road, 44, Jinan, China
| | - Yujia Feng
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, China
- National Health Commission Key Lab of Health Economics and Policy Research, Shandong University, West-Wenhua Road, 44, Jinan, China
| | - Xiaojie Sun
- Centre for Health Management and Policy Research, School of Public Health, Cheeloo College of Medicine, Shandong University, Jinan, China
- National Health Commission Key Lab of Health Economics and Policy Research, Shandong University, West-Wenhua Road, 44, Jinan, China
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13
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Luo L, Huang J, Li H. Characteristics of Chinese women in need of enhanced sexual health attention and at risk of hypoactive sexual desire disorder. BMC Womens Health 2023; 23:307. [PMID: 37312158 DOI: 10.1186/s12905-023-02357-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2022] [Accepted: 04/14/2023] [Indexed: 06/15/2023] Open
Abstract
BACKGROUND The target population for women's sexual health services in China was unclear. To identify high-risk individuals with psychological barriers to sexual health-seeking behaviors and those at high risk of hypoactive sexual desire disorder (HSDD), we investigated correlates of Chinese women's unwillingness to communicate sexual health, the shame of sexual health-related disorders, sexual distress, and HSDD. METHODS An online survey was conducted from April to July 2020. RESULTS We received 3443 valid responses online (effective rate 82.6%). Participants were mainly Chinese urban women of childbearing age (median 26 years old, Q1-Q3 23-30). Women who knew little about sexual health knowledge (aOR 0.42, 95%CI 0.28-0.63) and were ashamed (aOR 0.32-0.57) of sexual health-related disorders were less willing to communicate sexual health. Age (aOR 4.29, 95%CI 2.26-8.17), low income (aOR 1.52-2.11), family burden (aOR 1.34-1.43), and living with friends (aOR 1.39, 95%CI 1.02-1.91) were independent correlates of women's shame about sexual health-related disorders while living with a spouse (aOR 0.66, 95%CI 0.51-0.86) or children (aOR 0.77, 95%CI 0.62-0.96) were correlated with less shame. Age (aOR 0.98, 95%CI 0.96-0.99) and a postgraduate degree (aOR 0.45, 95%CI 0.28-0.71) were linked with less sexual distress of low sexual desire while having children (aOR 1.38-2.10), intense work pressure (aOR 1.32, 95%CI 1.10-1.60) and heavy family burden (aOR 1.43, 95%CI 1.07-1.92) increased women's odds of having distress. Women with a postgraduate degree (aOR 0.42, 95%CI 0.19-0.90), more knowledge about sexual health (aOR 0.53-0.67), and decreased sexual desire caused by pregnancy, recent childbirth, or menopausal symptoms (aOR 0.60, 95%CI 0.41-0.85) were less likely to have HSDD, while they were more likely to have HSDD when their decreased sexual desire was due to other sexual issues (aOR 2.56, 95%CI 1.84-3.57) and partners' sexual problems (aOR 1.72, 95%CI 1.23-2.39). CONCLUSION Sexual health education and related services need to focus on psychological barriers of women with older age, insufficient knowledge of sexual health, intense work pressure, and poor economic conditions. The medical staff need to pay attention to the sexual health of women with intense work or life pressure and a history of gynecological disease. Low sexual desire is not equal to the sexual desire problem, which should be noticed in the future.
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Affiliation(s)
- Lan Luo
- Shanghai Jiao Tong University School of Medicine, 600, Wan Ping Nan Lu, Shanghai, 200030, China
| | - Jingjing Huang
- Shanghai mental health center, Shanghai Jiao Tong university school of medicine, 600, Wan Ping Nan Lu, Shanghai, 200030, China
- Shanghai clinical research center for mental health, 600, Wan Ping Nan Lu, Shanghai, 200030, China
| | - Huafang Li
- Shanghai mental health center, Shanghai Jiao Tong university school of medicine, 600, Wan Ping Nan Lu, Shanghai, 200030, China.
- Shanghai clinical research center for mental health, 600, Wan Ping Nan Lu, Shanghai, 200030, China.
- Shanghai key laboratory of psychotic disorders, 600, Wan Ping Nan Lu, Shanghai, 200030, China.
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Wu Y, Wen J, Wang X, Wang Q, Wang W, Wang X, Xie J, Cong L. Chinese Community Home-Based Aging Institution Elders' Self-Management of Chronic Non-Communicable Diseases and Its Interrelationships with Social Support, E-Health Literacy, and Self Efficacy: A Serial Multiple Mediation Model. Patient Prefer Adherence 2023; 17:1311-1321. [PMID: 37255948 PMCID: PMC10226538 DOI: 10.2147/ppa.s412125] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/11/2023] [Accepted: 05/15/2023] [Indexed: 06/01/2023] Open
Abstract
Background The Chinese population is aging, and chronic non-communicable diseases (NCDs) prevalence is correspondingly increasing, along with associated disability and healthcare costs. Although self-management has been associated with social support and is a recognized priority, its mediating variables have not been studied in detail, particularly among old people with chronic diseases. Purpose To examine the mediating role of e-health literacy and general self-efficacy in the relationship between social support and self-management of chronic NCDs in Chinese community home-based aging institution residents. Patients and Methods A random sample of 289 community home-based aging institution elders (≥60 years) with chronic NCDs in China was recruited. Questionnaire data were recorded on self-reported socio-demographics, self-management, social support, e-health literacy, and general self-efficacy. Pearson's correlation analysis identified the relationship between these factors and self-management. Serial multiple mediation model was used to test the hypothesized relationships. Results The self-management mean (±SD) score was 29.39 ± 9.60, and the level of self-management was medium. Social support (r = 0.283; P < 0.001), e-health literacy (r = 0.566; P < 0.001), and general self-efficacy (r = 0.477; P < 0.001) were positively associated with self-management. Furthermore, social support indirectly influenced self-management through three pathways: independent mediation of e-health literacy (effect = 0.234, P < 0.001), independent mediation of general self-efficacy (effect = 0.515, P < 0.001), and chain mediation of e-health literacy and general self-efficacy (effect = 0.075, P < 0.001). Conclusion In Chinese community home-based aging institution elders, the relationship between self-reported self-management and social support is positively affected by the independent mediating effect of e-health literacy and general self-efficacy and the serial mediating effect of e-health literacy and general self-efficacy. Targeted self-management programs for elders with chronic NCDs have theoretical support, which could improve the health status and quality of life in this population.
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Affiliation(s)
- Ying Wu
- School of Medicine, Hunan Normal University, Changsha, 410013, People’s Republic of China
| | - Jing Wen
- School of Medicine, Hunan Normal University, Changsha, 410013, People’s Republic of China
| | - Xiaohui Wang
- School of Medicine, Hunan Normal University, Changsha, 410013, People’s Republic of China
| | - Qingyao Wang
- School of Medicine, Hunan Normal University, Changsha, 410013, People’s Republic of China
| | - Wen Wang
- Teaching and Research Section of Clinical Nursing, Xiangya Hospital of Central South University, Changsha, 41008, People’s Republic of China
| | - Xiangjia Wang
- School of Medicine, Hunan Normal University, Changsha, 410013, People’s Republic of China
| | - Jiang Xie
- School of Medicine, Hunan Normal University, Changsha, 410013, People’s Republic of China
| | - Li Cong
- School of Medicine, Hunan Normal University, Changsha, 410013, People’s Republic of China
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Park M, Oh K, Kim H, Fan X, Giap TTT, Song R. Cognitive and Emotional Motivation to Explain Infection-Prevention Behaviors with Social Support as a Mediator During the COVID-19 Pandemic: A Nationwide Cross-Sectional Study in Korea. Patient Prefer Adherence 2023; 17:1063-1073. [PMID: 37096161 PMCID: PMC10122465 DOI: 10.2147/ppa.s404310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Accepted: 04/06/2023] [Indexed: 04/26/2023] Open
Abstract
Purpose To predict the performance of infection-prevention behaviors among adults in Korea based on the health belief model, using social support as a mediator. Patients and Methods A nationwide cross-sectional survey of 700 participants from the local community was conducted using both online and offline methods from 8 metropolitan cities and 9 provinces in Korea from November 2021 to March 2022. The questionnaire was composed of 4 sections: demographic information, motivational factors for behavior change, social support, and infection-prevention behaviors. Data were analyzed using structural equation modeling with the AMOS program. The general least-squares method was applied to assess the fit of the model and the bootstrapping method was tested for indirect effect and the total effect. Results Motivation factors that directly affected infection-prevention behaviors were self-efficacy (γ=0.58, p<0.001), perceived barriers (γ=-.08, p=0.004), perceived benefits (γ=0.10, p=0.002), perceived threats (γ=0.08, p=0.009), and social support (γ=0.13, p<0.001), after controlling for related demographic variables. Cognitive and emotional motivation factors together explained 59% of the variance in infection-prevention behaviors. Social support exerted significant mediating effects between each cognitive and emotional motivation variable and infection-prevention behaviors, along with a significant direct effect on infection-prevention behaviors (γ=0.12, p<0.001). Conclusion The engagement of prevention behaviors among community-dwelling adults was influenced by their self-efficacy, perceived barriers, perceived benefits, and perceived threats with social support as a mediator. Prevention policy approaches could include providing specific information to improve self-efficacy and build awareness of the severity of the disease while establishing a supportive social environment for promoting health behaviors during the COVID-19 pandemic.
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Affiliation(s)
- Myonghwa Park
- College of Nursing, Chungnam National University, Daejeon, South Korea
| | - Keunyeob Oh
- College of Economics and Management, Chungnam National University, Daejeon, South Korea
| | - Hyungjun Kim
- School of Business, Chungnam National University, Daejeon, South Korea
| | - Xing Fan
- College of Nursing, Chungnam National University, Daejeon, South Korea
- College of Medicine, Lishui University, Lishui, People’s Republic of China
| | - Thi-Thanh-Thnh Giap
- College of Nursing, Chungnam National University, Daejeon, South Korea
- College of Health Sciences, VinUniversity, Hanoi, Vietnam
| | - Rhayun Song
- College of Nursing, Chungnam National University, Daejeon, South Korea
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