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Goh CC, Gan XM, Klainin-Yobas P. Effectiveness of Digital-Based Interventions on Physical and Psychological Outcomes Among Cancer Patients: A Systematic Review and Meta-Analysis. Semin Oncol Nurs 2025; 41:151796. [PMID: 39721898 DOI: 10.1016/j.soncn.2024.151796] [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: 08/30/2024] [Revised: 11/13/2024] [Accepted: 12/03/2024] [Indexed: 12/28/2024]
Abstract
OBJECTIVE Evolving digital technology has paved the way for endless potentiality. Leveraging on digital technology for healthcare purposes can target cancer patients, thus improving physical and psychological symptoms. Nevertheless, there is limited consolidated evidence on the effectiveness of virtual reality (VR) and mobile applications. This review aimed to synthesize evidence concerning the effectiveness of VR and mobile-based interventions on physical (pain, fatigue, and sleep) and psychological (anxiety and depression) outcomes among cancer patients. METHODS A comprehensive literature search was conducted on ten electronic databases, ongoing trials, and grey literature, reported between 2013 to 2023. All randomized controlled trials (RCTs) examining VR and mobile-based interventions on the physical or psychological outcomes among people with cancer were included. Two independent reviewers screened records for eligibility, appraised methodological quality, and extracted data from included studies. The Cochrane Risk of Bias tool was used for data appraisal, and a modified Cochrane data extraction form was used for data extraction. Meta-analysis and subgroup analysis were used to analyze data. RESULTS In total, 43 studies were included. VR relaxation videos and game-based activities were efficacious in improving cancer-related pain. Mobile applications with educational content, symptom monitoring, relaxation videos, teleconsultation, and regular reminders contributed to positive effects on all outcomes. Mindfulness practice appeared to improve sleep quality, anxiety, and depression. Intervention effects sustained at least 6 months for all outcomes, except sleep. CONCLUSIONS VR and mobile-based interventions had the potential to improve pain, fatigue, sleep, anxiety, and depression at post-intervention. Future RCTs are required to further test both digital interventions on specific types of cancer on multiple research settings. IMPLICATIONS TO NURSING PRACTICE VR and mobile-based interventions can be offered in clinical settings to help cancer manage their pain, fatigue, sleep, anxiety, and depression. VR relaxation videos, game-based activities, teleconferences, mindfulness, education, and system reminders can be included.
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Affiliation(s)
| | - Xi Meng Gan
- Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Piyanee Klainin-Yobas
- Associate Professor, Alice Lee Centre for Nursing Studies, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
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Yan Y, López-Alcalde J, Stallings E, Jimenez Tejero E, Witt CM, Barth J. Patient motivation as a predictor of digital health intervention effects: A meta-epidemiological study of cancer trials. PLoS One 2024; 19:e0306772. [PMID: 38976673 PMCID: PMC11230537 DOI: 10.1371/journal.pone.0306772] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/24/2023] [Accepted: 06/24/2024] [Indexed: 07/10/2024] Open
Abstract
The objective of this meta-epidemiological study was to develop a rating that captures participants' motivation at the study level in digital health intervention (DHI) randomised controlled trials (RCTs). The rating was used to investigate whether participants' motivation is associated with the effect estimates in DHI RCTs for cancer patients. The development of the rating was based on a bottom-up approach involving the collection of information that captures participants' baseline motivation in empirical studies from the Smartphone-RCCT Database. We specified three indicators for rating: indicator 1 captures whether the study team actively selects or enhances the motivation of the potential study participants; indicator 2 captures the study participants' active engagement before the treatment allocation; and indicator 3 captures the potential bond and trust between the study participants and the person/institution referring to the study. The rating of each indicator and the overall rating varies between high motivation, moderate motivation, and low motivation. We applied the rating across 27 DHI RCTs with cancer patients. We performed meta-regression analysis to examine the effect of patient motivation on quality of life (QoL), psychological outcomes, and attrition. The intraclass correlation coefficient (ICC) indicated moderate to poor inter-rater reliability. The meta-regression showed that cancer patients' overall motivation before engaging in the intervention was associated with the treatment effect of QoL. Patient motivation was not found to be associated with psychological outcomes or attrition. Subgroup analyses revealed that the clinical effects of DHIs were more prevalent in the high-motivation subgroups, whereas the low-motivation subgroups were unlikely to show intervention benefits. The likelihood of dropouts from DHIs seems to be especially high among the low-bond (indicator 3) subgroup. We suggest using single indicators since they reflect specific content. Better reporting about baseline motivation is required to enable meaningful interpretations in not only primary studies but also in evidence syntheses.
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Affiliation(s)
- Yuqian Yan
- Institute for Complementary and Integrative Medicine, University Hospital Zurich and University of Zurich, Zurich, Switzerland
| | - Jesús López-Alcalde
- Institute for Complementary and Integrative Medicine, University Hospital Zurich and University of Zurich, Zurich, Switzerland
- Faculty of Medicine, Universidad Francisco de Vitoria (UFV), Madrid, Spain
- Unidad de Bioestadística Clínica, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), CIBERESP, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - Elena Stallings
- Unidad de Bioestadística Clínica, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), CIBERESP, Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - Elena Jimenez Tejero
- Faculty of Medicine, Universidad Francisco de Vitoria (UFV), Madrid, Spain
- Unidad de Bioestadística Clínica, Instituto Ramón y Cajal de Investigación Sanitaria (IRYCIS), Hospital Universitario Ramón y Cajal, Madrid, Spain
| | - Claudia M. Witt
- Institute for Complementary and Integrative Medicine, University Hospital Zurich and University of Zurich, Zurich, Switzerland
- Charité –Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Institute of Social Medicine, Epidemiology and Health Economics, Berlin, Germany
| | - Jürgen Barth
- Institute for Complementary and Integrative Medicine, University Hospital Zurich and University of Zurich, Zurich, Switzerland
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Chang P, Amaral LJ, Asher A, Clauw D, Jones B, Thompson P, Warner AS. A perspective on a precision approach to pain in cancer; moving beyond opioid therapy. Disabil Rehabil 2024; 46:2174-2183. [PMID: 37194659 DOI: 10.1080/09638288.2023.2212916] [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: 09/11/2022] [Accepted: 05/07/2023] [Indexed: 05/18/2023]
Abstract
PURPOSE Cancer-related pain is primarily treated with opioids which while effective can add significant patient burden due to side effects, associated stigma, and timely access. The purpose of this perspective discussion is to argue for a precision approach to pain in cancer based on a biopsychosocial and spiritual model which we argue can offer a higher quality of life while limiting opioid use. CONCLUSIONS Pain in cancer represents a heterogenous process with multiple contributing and modulating factors. Specific characterization of pain as either nociceptive, neuropathic, nociplastic, or mixed can allow for targeted treatments. Additional assessment of biopsychosocial and spiritual issues can elucidate further points of targeted intervention which can lead to overall greater pain control.
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Affiliation(s)
- Philip Chang
- Philip Chang - Cedars Sinai Medical Center, Los Angeles, CA
| | | | - Arash Asher
- Arash Asher - Cedars Sinai Medical Center, Los Angeles, CA
| | | | - Bronwen Jones
- Bronwen Jones - Cedars Sinai Medical Center, Los Angeles, CA
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Kim SH, Sung JH, Yoo SH, Kim S, Lee K, Oh EG, Lee J. Effects of digital self-management symptom interventions on symptom outcomes in adult cancer patients: A systematic review and meta-analysis. Eur J Oncol Nurs 2023; 66:102404. [PMID: 37517339 DOI: 10.1016/j.ejon.2023.102404] [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: 07/16/2023] [Accepted: 07/22/2023] [Indexed: 08/01/2023]
Abstract
PURPOSE Digital self-management (SM) interventions targeting symptom relief have demonstrated positive as well as null outcomes, whereas no study has synthesized the effect of the interventions. In this study, we aimed to evaluate the effectiveness of digital SM symptom interventions on symptom outcomes in adult cancer patients. METHODS A systematic review and meta-analysis based on the previous scoping review was conducted. Six databases (PubMed, CINAHL, Embase, the Cochrane Library, RISS [Korean], and KoreaMed [Korean]) were searched. Population was adult cancer patients. Intervention was SM interventions applying digital health tool targeting symptom management. Comparison was usual care, waitlist controls or active controls. The primary outcome was symptom burden, and the secondary outcomes were individual symptoms. RESULTS Our meta-analysis of 32 randomized controlled trials (RCTs) including 7888 patients demonstrated that digital SM symptom interventions had a significant effect on reducing symptom burden (effect size [ES] = -0.230) and relieving pain (ES = -0.292), fatigue (ES = -0.417), anxiety (ES = -0.320), and depression (ES = -0.261). CONCLUSIONS Digital SM interventions can improve symptom outcomes in adult cancer patients. Oncology nurses should be aware that digital SM interventions have demonstrated promising outcomes in cancer patient care.
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Affiliation(s)
- Soo Hyun Kim
- Department of Nursing, Inha University, Incheon, South Korea
| | - Ji Hyun Sung
- College of Nursing, Kosin University, Busan, South Korea
| | - Sung-Hee Yoo
- College of Nursing, Chonnam National University, Gwangju, South Korea
| | - Sanghee Kim
- College of Nursing and Mo-im Kim Nursing Research Institute, Yonsei Evidence Based Nursing Center of Korea, Joanna Briggs Institution, Yonsei University, Seoul, South Korea
| | - Kyunghwa Lee
- College of Nursing, Konyang University, Daejeon, South Korea
| | - Eui Geum Oh
- College of Nursing and Mo-im Kim Nursing Research Institute, Yonsei Evidence Based Nursing Center of Korea, Joanna Briggs Institution, Yonsei University, Seoul, South Korea
| | - Jiyeon Lee
- College of Nursing and Mo-im Kim Nursing Research Institute, Yonsei Evidence Based Nursing Center of Korea, Joanna Briggs Institution, Yonsei University, Seoul, South Korea.
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Lee K, Kim S, Kim SH, Yoo SH, Sung JH, Oh EG, Kim N, Lee J. Digital Health Interventions for Adult Patients With Cancer Evaluated in Randomized Controlled Trials: Scoping Review. J Med Internet Res 2023; 25:e38333. [PMID: 36607712 PMCID: PMC9862347 DOI: 10.2196/38333] [Citation(s) in RCA: 16] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2022] [Revised: 09/15/2022] [Accepted: 10/25/2022] [Indexed: 01/07/2023] Open
Abstract
BACKGROUND Digital care has become an essential component of health care. Interventions for patients with cancer need to be effective and safe, and digital health interventions must adhere to the same requirements. OBJECTIVE The purpose of this study was to identify currently available digital health interventions developed and evaluated in randomized controlled trials (RCTs) targeting adult patients with cancer. METHODS A scoping review using the JBI methodology was conducted. The participants were adult patients with cancer, and the concept was digital health interventions. The context was open, and sources were limited to RCT effectiveness studies. The PubMed, CINAHL, Embase, Cochrane Library, Research Information Sharing Service, and KoreaMed databases were searched. Data were extracted and analyzed to achieve summarized results about the participants, types, functions, and outcomes of digital health interventions. RESULTS A total of 231 studies were reviewed. Digital health interventions were used mostly at home (187/231, 81%), and the web-based intervention was the most frequently used intervention modality (116/231, 50.2%). Interventions consisting of multiple functional components were most frequently identified (69/231, 29.9%), followed by those with the self-manage function (67/231, 29%). Web-based interventions targeting symptoms with the self-manage and multiple functions and web-based interventions to treat cognitive function and fear of cancer recurrence consistently achieved positive outcomes. More studies supported the positive effects of web-based interventions to inform decision-making and knowledge. The effectiveness of digital health interventions targeting anxiety, depression, distress, fatigue, health-related quality of life or quality of life, pain, physical activity, and sleep was subject to their type and function. A relatively small number of digital health interventions specifically targeted older adults (6/231, 2.6%) or patients with advanced or metastatic cancer (22/231, 9.5%). CONCLUSIONS This scoping review summarized digital health interventions developed and evaluated in RCTs involving adult patients with cancer. Systematic reviews of the identified digital interventions are strongly recommended to integrate digital health interventions into clinical practice. The identified gaps in digital health interventions for cancer care need to be reflected in future digital health research.
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Affiliation(s)
- Kyunghwa Lee
- College of Nursing, Konyang University, Daejeon, Republic of Korea
| | - Sanghee Kim
- College of Nursing and Mo-im Kim Nursing Research Institute, Yonsei Evidence Based Nursing Center of Korea: Affiliation of the Joanna Briggs Institution, Yonsei University, Seoul, Republic of Korea
| | - Soo Hyun Kim
- Department of Nursing, Inha University, Inchon, Republic of Korea
| | - Sung-Hee Yoo
- College of Nursing, Chonnam National University, Gwangju, Republic of Korea
| | - Ji Hyun Sung
- College of Nursing, Kosin University, Busan, Republic of Korea
| | - Eui Geum Oh
- College of Nursing and Mo-im Kim Nursing Research Institute, Yonsei Evidence Based Nursing Center of Korea: Affiliation of the Joanna Briggs Institution, Yonsei University, Seoul, Republic of Korea
| | - Nawon Kim
- Yonsei Medical Library, Yonsei University, Seoul, Republic of Korea
| | - Jiyeon Lee
- College of Nursing and Mo-im Kim Nursing Research Institute, Yonsei Evidence Based Nursing Center of Korea: Affiliation of the Joanna Briggs Institution, Yonsei University, Seoul, Republic of Korea
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Kukafka R, Chen B, Sun S, Liu X. Effect of Mobile Phone App-Based Interventions on Quality of Life and Psychological Symptoms Among Adult Cancer Survivors: Systematic Review and Meta-analysis of Randomized Controlled Trials. J Med Internet Res 2022; 24:e39799. [PMID: 36534460 PMCID: PMC9808609 DOI: 10.2196/39799] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 11/08/2022] [Accepted: 11/13/2022] [Indexed: 11/15/2022] Open
Abstract
BACKGROUND Most patients with cancer experience psychological or physical distress, which can adversely affect their quality of life (QOL). Smartphone app interventions are increasingly being used to improve QOL and psychological outcomes in patients with cancer. However, there is insufficient evidence regarding the effect of this type of intervention, with conflicting results in the literature. OBJECTIVE In this systematic review and meta-analysis, we investigated the effectiveness of mobile phone app interventions on QOL and psychological outcomes in adult patients with cancer, with a special focus on intervention duration, type of cancer, intervention theory, treatment strategy, and intervention delivery format. METHODS We conducted a literature search of PubMed, Web of Science, the Cochrane Library, Embase, Scopus, China National Knowledge Infrastructure, and WanFang to identify studies involving apps that focused on cancer survivors and QOL or psychological symptoms published from inception to October 30, 2022. We selected only randomized controlled trials that met the inclusion criteria and performed systematic review and meta-analysis. The standardized mean difference (SMD) with a 95% CI was pooled when needed. Sensitivity and subgroup analyses were also conducted. RESULTS In total, 30 randomized controlled trials with a total of 5353 participants were included in this meta-analysis. Compared with routine care, app interventions might improve QOL (SMD=0.39, 95% CI 0.27-0.51; P<.001); enhance self-efficacy (SMD=0.15, 95% CI 0.02-0.29; P=.03); and alleviate anxiety (SMD=-0.64, 95% CI -0.73 to -0.56; P<.001), depression (SMD=-0.33, 95% CI -0.58 to -0.08; P=.009), and distress (SMD=-0.34, 95% CI -0.61 to -0.08; P=.01). Short-term (duration of ≤3 months), physician-patient interaction (2-way communication using a smartphone app), and cognitive behavioral therapy interventions might be the most effective for improving QOL and alleviating adverse psychological effects. CONCLUSIONS Our study showed that interventions using mobile health apps might improve QOL and self-efficacy as well as alleviate anxiety, depression, and distress in adult cancer survivors. However, these results should be interpreted with caution because of the heterogeneity of the interventions and the study design. More rigorous trials are warranted to confirm the suitable duration and validate the different intervention theories as well as address methodological flaws in previous studies. TRIAL REGISTRATION PROSPERO CRD42022370599; https://www.crd.york.ac.uk/PROSPERO/display_record.php?RecordID=370599.
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Affiliation(s)
| | - Bo Chen
- Center for Clinical Evidence-Based and Translational Medicine, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Arts and Science, Xiangyang, China
| | - Shaohua Sun
- Department of Oncology, Suizhou Central Hospital, Hubei University of Medicine, Suizhou, China
| | - Xiaodong Liu
- Information Center, Xiangyang Central Hospital, Affiliated Hospital of Hubei University of Art and Science, Xiangyang, China
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Dai L, Jiang D, Wen Q, Zhang X, Song J. Perceived impact of the COVID-19 pandemic on infection containment training and mental state of dental residents in China: A longitudinal study. Front Public Health 2022; 10:900641. [PMID: 36106170 PMCID: PMC9464907 DOI: 10.3389/fpubh.2022.900641] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2022] [Accepted: 08/09/2022] [Indexed: 01/22/2023] Open
Abstract
Background COVID-19 has presented a challenge for dental settings and dental schools: how to continue providing dental care and maintain education during the pandemic while remaining healthy. We highlight the necessity of infection containment control training for dental residents and rethink the tasks of safeguarding trainees' health and cultivating their abilities to deal with public health crises in the future. This paper may also serve as a health policy reference for policy makers. Objective The study aimed to compare the formats, frequency, contents, emphasis, and test scores of infection containment control training pre- and post-pandemic. Besides, after the COVID-19 outbreak, we assessed the increased anxiety level, communication difficulties, and confidence of dental residents impacted by the pandemic. Methods A total of 251 dental residents in Stomatological Hospital of Chongqing Medical University were recruited to complete a questionnaire of their routine involvement in infection control training before and after the COVID-19 outbreak. A self-designed 10-point Likert scale was used to assess the increased anxiety level, communication difficulties, and confidence in facing with the future public health crisis impacted by the pandemic. Results After the outbreak, although more trainees chose online assessment than offline assessment, most of them (74.90%) still preferred in-person training rather than online training. Contents that trainees had been focusing on were affected by the COVID-19 outbreak. Thereafter, they were more inclined to learn crisis management. Over half of the participants (56.17%) participated in training more frequently after the outbreak. However, postgraduate students participated in training less frequently than others after the outbreak (p < 0.01). First-year trainees accounted for the majority in the population who emphasized considerably on infection control training and whose test scores had increased after the outbreak. In addition, the percentage of women scoring increasingly in post-pandemic assessment was significantly higher than that of men. In this study, the average increased anxiety level caused by COVID-19 was 5.51 ± 2.984, which was positively related to communication difficulties with patients caused by the pandemic. The trainees whose homes were located in Hubei Province showed higher increased anxiety levels (8.29 ± 2.93) impacted by the pandemic than the trainees from other provinces (p < 0.05). However, the former's confidence in coping with future public health crises was not significantly different from that of others (p > 0.05). Conclusions Owing to the impact of COVID-19, the contents that the trainees focused on, frequency, emphasis, and test scores of infection containment control training were changed. Some recommendations have been provided for policy makers to attach importance to crisis-based training to cultivate dental residents in the post-pandemic era.
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Affiliation(s)
- Lina Dai
- Stomatological Hospital of Chongqing Medical University, Chongqing, China,Chongqing Key Laboratory of Oral Diseases and Biomedical Sciences, Chongqing, China,Chongqing Municipal Key Laboratory of Oral Biomedical Engineering of Higher Education, Chongqing, China
| | - Dan Jiang
- Stomatological Hospital of Chongqing Medical University, Chongqing, China,Chongqing Key Laboratory of Oral Diseases and Biomedical Sciences, Chongqing, China,Chongqing Municipal Key Laboratory of Oral Biomedical Engineering of Higher Education, Chongqing, China
| | - Qin Wen
- Stomatological Hospital of Chongqing Medical University, Chongqing, China,Chongqing Key Laboratory of Oral Diseases and Biomedical Sciences, Chongqing, China,Chongqing Municipal Key Laboratory of Oral Biomedical Engineering of Higher Education, Chongqing, China
| | - Ximu Zhang
- Stomatological Hospital of Chongqing Medical University, Chongqing, China,Chongqing Key Laboratory of Oral Diseases and Biomedical Sciences, Chongqing, China,Chongqing Municipal Key Laboratory of Oral Biomedical Engineering of Higher Education, Chongqing, China
| | - Jinlin Song
- Stomatological Hospital of Chongqing Medical University, Chongqing, China,Chongqing Key Laboratory of Oral Diseases and Biomedical Sciences, Chongqing, China,Chongqing Municipal Key Laboratory of Oral Biomedical Engineering of Higher Education, Chongqing, China,*Correspondence: Jinlin Song ;
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Feng L, Wang W, Wu M, Ma H. Effect of WeChat-Based Health Education Combined with Satir Model on Self-Management Behaviors and Social Adaptation in Colorectal Cancer Patients during the Perioperative Period. JOURNAL OF HEALTHCARE ENGINEERING 2021; 2021:2701039. [PMID: 34925730 PMCID: PMC8683238 DOI: 10.1155/2021/2701039] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/05/2021] [Revised: 11/19/2021] [Accepted: 11/25/2021] [Indexed: 11/17/2022]
Abstract
Objective To explore the effect of WeChat-based health education combined with the Satir model on self-management behaviors and social adaptation in colorectal cancer (CRC) patients during the perioperative period. Methods A total of 100 CRC patients treated in our hospital from April 2018 to April 2020 were selected as the objects for the retrospective study and divided into the observation group and the reference group according to their admission order, with 50 cases each. The patients in both groups accepted health education based on the WeChat platform, and additionally, those in the observation group received the Satir group intervention on self-approval for 3 months to compare the patients' scores on self-management behaviors, social adaptation, and self-care agency before and after the intervention between the two groups. Results Between the observation group and the reference group, the patients' general information, including age, gender ratio, and course of the disease, was not statistically different (P > 0.05). After nursing intervention, the scores on patients' self-management behaviors, social adaptation, and self-care agency were significantly higher in the observation group than in the reference group (P < 0.001). Conclusion Combining the WeChat-based health education with the Satir model can improve the self-management awareness in the CRC patients during the perioperative period, enhance their self-care agency and self-management behaviors, and promote their social adaptation, demonstrating that such a nursing intervention model is worthy of clinical promotion.
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Affiliation(s)
- Limin Feng
- Department of Gastrointestinal Surgery, Yantai Yuhuangding Hospital, Yantai 264000, Shandong Province, China
| | - Weina Wang
- Department of Surgical Care, Rizhao Hospital of Traditional Chinese Medicine, Rizhao 276800, Shandong Province, China
| | - Meiying Wu
- Health Management Center, Qingdao Fuwai Cardiovascular Hospital, Qingdao 266011, Shandong Province, China
| | - Huili Ma
- Department of Emergency Surgery, Binzhou Medical University Hospital, Binzhou 256603, Shandong Province, China
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