Personal Growth and Well-Being in the Time of COVID: An Exploratory Mixed-Methods Analysis.
Ontology highlight
ABSTRACT:
SUBMITTER: Kim JJ
PROVIDER: S-EPMC8025836 | biostudies-literature |
REPOSITORIES: biostudies-literature
Similar Datasets
Project description:BackgroundThere is growing evidence suggesting that the emotional well-being of the public has been negatively affected in the past year. Consequently, demand for well-being support has increased. Although there is substantial empirical support for mental health apps that target diagnosed conditions, there is less research on emotional well-being apps. Among existing well-being apps, few studies have been conducted on apps that are based on lived experience and those that seek to enhance users' understanding of their emotional patterns. Thus, the acceptability of these novel apps requires further evaluation before upscaling.ObjectiveThis evaluation aims to describe the acceptability, engagement, and preliminary outcomes of using an app (Paradym) designed to promote emotional well-being and positive mental health.MethodsThis is a pre-post, mixed-methods, single-arm evaluation that is aggregated with digital analytics data. We anonymously collected real-world data on the demographics and well-being of the participants as well as the usability and acceptance of the app using validated questionnaires and open-ended questions. Participants tested the app for a minimum of 2 weeks before completing the follow-up measures. Google Analytics was used to record the level of app engagement. Chi-square and 2-tailed t tests were conducted to analyze quantitative data, and a thematic analysis approach was adopted for qualitative data.ResultsA total of 115 participants completed baseline questionnaires, of which 79.1% (91/115) users downloaded the app. The sample was diverse in terms of ethnicity, including 43.4% (50/115) people who self-identified as belonging to minority ethnic groups. Most of the participants were female (78/115, 67.8%) and between the ages of 18 and 25 years (39/115, 33.9%). A total of 34 app users who completed questionnaires at baseline and follow-up provided valuable feedback to inform the future directions of Paradym. Favorable themes emerged describing the app's content, functionality, and underlying principles. Although usability feedback varied across items, a considerable number of participants (22/34, 64%) found that the app was easy to use. Google Analytics revealed that at least 79% (27/34) of people used the app daily. On the basis of preliminary observations, app users experience increased mental well-being. Post hoc analyses indicated that the reduction in depression scores (t33=-2.16) and the increase in the well-being measures (t33=2.87) were statistically significant. No adverse events were reported during the follow-up period.ConclusionsThe findings of this evaluation are encouraging and document positive preliminary evidence for the Paradym app.
| S-EPMC8593799 | biostudies-literature
Project description:The main focus of the paper is to propose a smart recommender system based on the methods of hybrid learning for personal well-being services, called a smart recommender system of hybrid learning (SRHL). The essential health factor is considered to be personal lifestyle, with the help of a critical examination of various disciplines. Integrating the recommender system effectively contributes to the prevention of disease, and it also leads to a reduction in treatment cost, which contributes to an improvement in the quality of life. At the same time, there exist various challenges within the recommender system, mainly cold start and scalability. To effectively address the inefficiencies, we propose combined hybrid methods in regard to machine learning. The primary aim of this learning method is to integrate the most effective and efficient learning algorithms to examine how combined hybrid filtering can help to improve the cold star problem efficiently in the provision of personalized well-being in regard to health food service. These methods include: (1) switching among content-based and collaborative filtering; (2) identifying the user context with the integration of dynamic filtering; and (3) learning the profiles with the help of processing and screening of reflecting feedback loops. The experimental results were evaluated by using three absolute error measures, providing comparable results with other studies relative to machine learning domains. The effects of using the hybrid learning method are gathered with the help of the experimental results. Our experiments also show that the hybrid method improves accuracy by 14.61% of the average error predicted in the recommender systems in comparison to the collaborative methods, which mainly focus on the computation of similar entities.
| S-EPMC6359500 | biostudies-literature
Project description:BackgroundWorkplace programs designed to improve the health and psychological well-being of employees are becoming increasingly popular. However, there are mixed reports regarding the effectiveness of such programs and little analysis of what helps people to engage with such programs.ObjectiveThis evaluation of a particularly broad, team-based, digital health and well-being program uses mixed methods to identify the elements of the program that reduce work stress and promote psychological well-being, sleep quality, and productivity of employees.MethodsParticipation in the Virgin Pulse Global Challenge program during May to September 2016 was studied. Self-reported stress, sleep quality, productivity, and psychological well-being data were collected both pre- and postprogram. Participant experience data were collected through a third final survey. However, the response rates for the last 2 surveys were only 48% and 10%, respectively. A random forest was used to estimate the probability of the completion of the last 2 surveys based on the preprogram assessment data and the demographic data for the entire sample (N=178,350). The inverse of these estimated probabilities were used as weights in hierarchical linear models in an attempt to address any estimation bias caused by the low response rates. These linear models described changes in psychological well-being, stress, sleep, and productivity over the duration of the program in relation to gender and age, engagement with each of the modules, each of the program features, and participant descriptions of the Virgin Pulse Global Challenge. A 0.1% significance level was used due to the large sample size for the final survey (N=18,653).ResultsThe final analysis suggested that the program is more beneficial for older people, with 2.9% greater psychological well-being improvements observed on average in the case of women than men (P<.001). With one exception, all the program modules contributed significantly to the outcome measures with the following average improvements observed: psychological well-being, 4.1%-6.0%; quality of sleep, 3.2%-6.9%; work-related stress, 1.7%-6.8%; and productivity, 1.9%-4.2%. However, only 4 of the program features were found to have significant associations with the outcome measures with the following average improvements observed: psychological well-being, 3.7%-5.6%; quality of sleep, 3.4%-6.5%; work-related stress, 4.1%-6.4%; and productivity, 1.6%-3.2%. Finally, descriptions of the Virgin Pulse Global Challenge produced 5 text topics that were related to the outcome measures. Healthy lifestyle descriptions showed a positive association with outcomes, whereas physical activity and step count tracking descriptions showed a negative association with outcomes.ConclusionsThe complementary use of qualitative and quantitative survey data in a mixed-methods analysis provided rich information that will inform the development of this and other programs designed to improve employee health. However, the low response rates and the lack of a control group are limitations, despite the attempts to address these problems in the analysis.
| S-EPMC6231840 | biostudies-literature
Project description:BackgroundWidespread healthcare restructuring due to the COVID-19 pandemic led to modifications in the timing and delivery of care for breast cancer patients. Our study explores patient concerns relating to COVID-19, breast cancer, and changes to breast cancer care.Patients and methodsBreast cancer patients who presented for surgical consultation at an academic, multidisciplinary clinic completed the electronically distributed validated COVID-19 Impact and Healthcare Related Quality of Life questionnaire between August 2020 and February 2021. This questionnaire uses Likert score responses to assess COVID-specific concerns within domains, including distress and financial hardship. Scale scores were determined by averaging items within each domain, and scores > 2 indicated greater disruption. Semistructured interviews were conducted with patients who indicated interest in participating in the questionnaire.ResultsOf 381 patients recruited, 133 patients completed the questionnaire and 20 patients completed interviews. Sixty-three percent of survey participants reported attending a telemedicine appointment for their cancer care, and the majority (67%) were satisfied with their experience. Half of the participants (50%) reported fear about how the COVID-19 pandemic will impact their cancer care or recovery, and 66% reported anxiety about contracting COVID-19. Twenty-two percent of participants reported decreased income due to COVID-19. Patient interviews revealed tangible changes to care and provided in-depth information on the advantages and disadvantages of telehealth.ConclusionsBreast cancer patients report anxiety about COVID-19 infection and potential care modifications. Our study identifies impacts on patients' care and quality of life. Further investigation will inform interventions to improve psychosocial outcomes for patients and the telehealth experience.
| S-EPMC8685309 | biostudies-literature
Project description:Inspired by the Conservation of Resource theory (Hobfoll, 1989), this study investigated the role of a broad set of personal vulnerabilities, social, and work-related stressors and resources as predictors of workers' well-being during the COVID-19 outbreak. Participants were 594 workers in Italy. Results showed that personality predispostions, such as positivity, neuroticism and conscientiousness as well as key aspects of the individuals' relationship with their work (such as job insecurity, type of employment contract or trust in the organization) emerged as factors promoting (or hampering) workers' adjustment during the COVID -19 outbreak. Interactions between stressors and resources were also found and discussed.Supplementary informationThe online version contains supplementary material available at 10.1007/s12144-021-02408-w.
| S-EPMC8531915 | biostudies-literature
Project description:Crises negatively affect the economy of a country, increasing financial risk, as they affect work activities and the well-being of the population. This study aimed to examine the mediating role of financial well-being in the relationship between personal well-being and financial threats. A predictive cross-sectional study was conducted. The variables analyzed were personal well-being, financial threats, and financial well-being. A total of 416 Peruvian adults from the three regions of Peru participated. The mean age was M = 35.36, SD = 8.84, with a range of 19-62 years. To represent the statistical mediation model, a structural equation model (SEM) was used. The analysis showed that the variables were significantly related (p < 0.001). The theoretical model indicated a perfect mediation, also obtaining a good fit, χ 2(168) = 394.3, CFI = 0.931, RMSEA = 0.057, SRMR = 0.062. The study showed that personal well-being serves as a basis for promoting financial well-being and this contributes to the reduction of financial threats.
| S-EPMC9912842 | biostudies-literature
Project description:BackgroundLittle research is available regarding vaccination attitudes among those recently diagnosed with COVID-19. This is important to investigate, particularly among those experiencing mild-to-moderate illness, given the ongoing need to improve uptake of both initial vaccine series and booster doses, and the divergent ways such an experience could impact attitudes.MethodsFrom September 3 - November 12, 2021, all patients enrolled in Baylor Scott & White's "COVID-19 Digital Care Journey for Home Monitoring" were invited to participate in an online survey that included questions about vaccination status and attitudes/opinions regarding COVID-19 and the COVID-19 vaccines. Following an item asking about accordance of COVID-19 vaccination with religious/personal beliefs, participants were asked to describe those beliefs and how they relate to taking/not taking the vaccine.ResultsOf 8,075 patients age ≥ 18 years diagnosed with COVID-19 and invited to join the survey during the study period, 3242 (40.2%) were fully vaccinated. In contrast, among the 149 who completed the questionnaire, 95(63.8%) reported full vaccination. Responses differed significantly between vaccination groups. The vaccinated group strongly agreed that COVID-19 is a major public health problem, the vaccines are safe and effective, and their decision to vaccinate included considering community benefit. The unvaccinated group responded neutrally to most questions addressing safety and public health aspects of the vaccine, while strongly disagreeing with statements regarding vaccine effectiveness and other preventative public health measures. The vaccinated group strongly agreed that taking the vaccine accorded with their religious/personal beliefs, while the unvaccinated group was neutral. In qualitative analysis of the free text responses "risk perception/calculation" and "no impact" of religious/personal beliefs on vaccination decisions were frequent themes/subthemes in both groups, but beliefs related to the "greater good" were a strong driver among the vaccinated, while statements emphasizing "individual choice" were a third frequent theme for the unvaccinated.ConclusionOur results show that two of the three factors that drive vaccine hesitancy (complacency, and lack of confidence in the vaccines) are present among unvaccinated adults recently diagnosed with COVID-19. They also show that beliefs emphasizing the importance of the greater good promote public health participation.
| S-EPMC9579584 | biostudies-literature
Project description:BackgroundSporting or physical recreation event participation can affect different domains of mental and social well-being if sufficiently frequent, yet previous research has focused mainly on the physical health benefits of single-location or infrequent mass-participation events. We examined overall and domain specific subjective well-being of adult participants of "parkrun", a weekly, community-based, highly accessible and widespread running event.MethodsData were from a national online survey of 865 adult Australian parkrunners. Scores on nine individual measures and the global Personal Well-being Index (PWI) were compared to national, normative data. Regression models tested associations between personal well-being and perceived benefits of parkrun (mental health and connection to community).ResultsOf 100 scores, 28% of means for parkrunners fell outside overall and age and gender subgroups normative ranges. Satisfaction with health was higher for male, those aged over 45 and overall parkrunners; only parkrunners aged 18-24 fell below their age group norm. Satisfaction with life as a whole was positively associated with perceived mental health benefits of parkrun, but not perceived community connection for women, and neither measure for men. PWI was positively associated with perceived community connection for men and with mental health benefit for women.ConclusionsAustralian parkrunners mostly reflect the general population on personal well-being, except report superior satisfaction with physical health. Women's personal well-being may benefit from parkrun through improved mental health and men's from community connectedness. parkrun may facilitate positive expression of identity and continuation of healthy habits among athletes, and non-demanding, health enhancing activity and social interaction for non-athletes.
| S-EPMC5526231 | biostudies-literature
Project description:PurposePositive mental health involves theoretical constructs like psychological well-being, personal meaning, and posttraumatic growth. This study aims to provide empirical insight into possible overlap between these constructs in cancer survivors.MethodsWithin the context of a randomized controlled trial, 170 cancer survivors completed the patient-reported outcome measures (PROMs) Ryff's Scales of Psychological Well-Being (SPWB), Personal Meaning Profile (PMP), and Posttraumatic Growth Inventory (PTGI). Exploratory factor analysis (EFA) on the subscales of these PROMs, as well as structural equation modeling (SEM), was used to explore overlap in these three constructs.ResultsThe EFA resulted in a three-factor solution with an insufficient model fit. SEM led to a model with a high estimated correlation (0.87) between SPWB and PMP and lower estimated correlations with PTGI (respectively 0.38 and 0.47). Furthermore, the estimated correlation between the subscales relation with God (PMP) and spiritual change (PTGI) was high (0.92). This model had adequate fit indices (χ2(93) = 144, p = .001, RMSEA = 0.059, CFI = 0.965, TLI = 0.955, SRMR = 0.061).ConclusionsThe constructs psychological well-being and personal meaning overlap to a large extent in cancer survivors. Posttraumatic growth can be seen as a separate construct, as well as religiosity. These findings facilitate researchers to select the appropriate PROM(s) when testing the effect of a psychosocial intervention on positive mental health in cancer survivors.RelevanceAn increasing number of psychosocial intervention trials for cancer survivors use positive mental health outcomes. These constructs are often multifaceted and overlapping. Knowledge of this overlap is important in designing trials, in order to avoid the pitfalls of multiple testing and finding artificially strengthened associations.Netherlands trial registerNTR3571.
| S-EPMC6326009 | biostudies-literature
Project description:BackgroundLittle is known about hospital pharmacists' experiences during the COVID-19 pandemic, as studies to date have focused on community pharmacy practices.ObjectivesTo determine hospital pharmacists' perceptions of their workplace preparedness for the COVID-19 pandemic and to measure their mental well-being with the Warwick-Edinburgh Mental Well-being Scale (WEMWBS).MethodsPharmacists working in Canadian hospital inpatient settings during the COVID-19 pandemic were invited to participate in a 2-part online survey. Part A was a 46-item survey containing statements related to directions and support from leadership, personal protective equipment practices, work environment, and emotions. Part B assessed respondents' mental well-being using the validated 14-item WEMWBS. Responses to both parts of the survey were based on Likert scales. The survey was open from July to September 2020. Descriptive analyses were applied.ResultsA total of 432 hospital pharmacists consented to participate in the study. Most respondents were women (337/432, 78%), and most were 25 to 44 years old (293/432, 68%). Most respondents were confident that their workplace and pharmacy department were effectively managing patient demand (314/389, 81%) and the pandemic more generally (263/394, 67%). They also felt that their workplace teams were working well together (314/386, 81%). Interestingly, 22% (86/391) of the respondents did not agree that they had received training for COVID-19 infection prevention and control practices. The mean WEMWBS score was 48.9 (standard deviation 8.6), which indicated average mental well-being.ConclusionsAfter the initial wave of the COVID-19 pandemic, respondents perceived their hospitals and departments as being able to manage the pandemic and reported average mental well-being. Ensuring that all hospital pharmacists receive training for effective COVID-19 infection prevention and control practices is crucial. How their perceptions and well-being have changed since the time of the survey is unknown.
| S-EPMC9524558 | biostudies-literature