Assessing the effectiveness of health belief model-based educational interventions on weight control intentions among Malaysians.
Scientific reports
Obesity and overweight are major health concerns, with a 19.7% prevalence among Malaysian adults, as reported in the 2019 National Health and Morbidity Survey. This study assessed the effectiveness of an educational intervention on weight control intention using the Health Belief Model (HBM). A quasi-experimental design was employed, involving 140 participants equally divided into an intervention group (IG) and a control group (CG). Post-intervention, the IG showed significant improvement in perceived self-efficacy in dieting (mean score 3.96 ± 0.85) compared to the CG (3.76 ± 0.86, p = 0.003). Perceived self-efficacy in exercise also increased in the IG (4.12 ± 0.52) compared to the CG (3.51 ± 0.94, p < 0.001). While behavioral intention scores improved in the IG (4.00 ± 0.59), the difference was not significant (p = 0.300). This study highlights that educational interventions using HBM can effectively improve self-efficacy and influence weight control behaviors.
10.1038/s41598-024-76114-5
Predicting Exercise Behavior Among Caregivers of Persons With Dementia-A Longitudinal Investigation Using an Extended Health Belief Model.
The Gerontologist
BACKGROUND AND OBJECTIVES:Family caregivers of persons with dementia face an elevated risk of several chronic illnesses compared to their noncaregiver counterparts. Although exercise is a strong preventive measure for several debilitating health conditions, longitudinal research guided by theoretical frameworks has not identified how behavioral determinants predict exercise among caregivers. This study aimed to investigate how intrapersonal exercise determinants contribute to caregivers' exercise participation while accounting for social-contextual factors, including perceived caregiving burden and pandemic-related distress, by employing an extended Health Belief Model. RESEARCH DESIGN AND METHODS:The study was a longitudinal observational design. Community-dwelling older adult family caregivers of individuals with dementia (n = 127) were recruited with the support of a nonprofit organization. Participants completed measures of the Health Belief Model that also included dual process constructs (intention and habit), along with caregiving burden, pandemic-related distress, and exercise behavior across three consecutive months. Data were analyzed using a multilevel structural equation model with participants (Level 2) nested within time (Level 1). RESULTS:The model revealed direct effects of caregiving burden that debilitate perceived behavioral control, attitudes, threats, and worsen burden, in addition to hampering intention and habit when accounting for total effects. Pandemic-related distress exacerbated caregiving burden and weakened Health Belief Model constructs via total effects. DISCUSSION AND IMPLICATIONS:These findings inform constructs to develop a community-based education program for family caregivers to successfully adopt and maintain exercise behavior. Incorporating supportive resources and coping strategies for caregivers of persons with dementia is needed to address the effects of behavioral deterrents.
10.1093/geront/gnad159
Intention to Use a Mental Health App for Menopause: Health Belief Model Approach.
JMIR formative research
BACKGROUND:Menopause presents a period of heightened vulnerability for mental health issues. Despite this, mental health screening is not consistently integrated into menopausal health care, and access to psychological interventions is limited. Digital technologies, such as web and smartphone apps, may offer a way to facilitate and improve mental health care provision throughout menopause. However, little is known about potential users' intention to use such technologies during this critical phase of life. OBJECTIVE:To examine the factors that impact the intention of potential users to use a mental health app during menopause, we used the Health Belief Model (HBM), a psychological framework widely used to understand and predict individuals' health-related behaviors. METHODS:An online survey was generated. Convenience sampling was used, with participants recruited via social media and email, through relevant foundations and support groups, and by word of mouth. Structural equation modeling with maximum likelihood estimation was conducted to explore whether the factor structure of the HBM is a good fit for predicting the intention to use a mental health app for menopause. A Cronbach α value of .05 was used for determining statistical significance. RESULTS:A total of 1154 participants commenced the survey, of which 82.49% (n=952) completed at least 97% of the survey. Of these, 86.76% (n=826) expressed that their menopausal symptoms had negatively affected their mental health, and went on to answer questions regarding their experiences and interest in using a web or smartphone app for mental health symptoms related to menopause. Data from this subgroup (N=826) were analyzed. In total, 74.09% (n=612) of respondents sought online help for mental health symptoms related to menopause. The most common topics searched for were symptom characteristics (n=435, 52.66%) and treatment or therapy options (n=210, 25.42%). Psychoeducation (n=514, 62.23%) was the most desired mental health app feature, followed by symptom tracking (n=499, 60.41%) and self-help tips (n=469, 56.78%). In terms of the intention to use a mental health app, the Satorra-Bentler-scaled fit statistics indicated a good fit for the model (χ2278=790.44, P<.001; comparative fit index=0.933, root mean square error of approximation=0.047, standardized root mean square residual=0.056), with cues to action emerging as the most significant predictor of intention (β=.48, P<.001). This was followed by perceived barriers (β=-.25, P<.001), perceived susceptibility (β=.15, P<.001), and perceived benefits (β=.13, P<.001). Perceived severity (β=.01, P=.869) and self-efficacy (β=.03, P=.286) were not significantly associated with behavioral intention. CONCLUSIONS:This study reveals important factors that influence the intention to use a mental health app during menopause. It emphasizes the need to address barriers to app usage, while highlighting the impact of credible endorsements and psychoeducation. Furthermore, the study underscores the significance of improving accessibility for users with lower digital literacy or limited resources.
10.2196/60434
Integrating the health belief model into health education programs in a clinical setting.
World journal of clinical cases
The article demonstrates that health belief model (HBM)-based health education in hypertensive patients effectively improves blood pressure control and medication adherence at 3 months and 6 months. The HBM addresses perceived barriers, benefits, susceptibility, severity, and self-efficacy, leading to better health behaviors. HBM-based education has been effective in various contexts, including managing chronic diseases, promoting cancer screenings, and preventing infectious diseases. However, the model has limitations, such as cultural applicability and addressing complex health behaviors influenced by environmental factors. Future research should integrate HBM with other theories and conduct longitudinal studies to assess long-term impacts. Despite these limitations, HBM-based education significantly improves patient outcomes, highlighting its potential in health education and promotion when appropriately adapted and implemented. This reinforces the model's value in designing effective health interventions and advancing public health.
10.12998/wjcc.v12.i33.6660
The relevance of the health belief model to Australian smokers.
Knight R A,Hay D A
Social science & medicine (1982)
The Health Belief Model is one of the few models predicting health behavior which explicitly evaluates the role of cues to action from the doctor or others. Rarely have such cues to action been examined formally by the comparison of groups receiving different interventions. Initial and follow-up data covering a wide range of sociopsychological variables were gathered from typical smokers among family-practice patients participating in an Australian quit-smoking program. Patients were randomly assigned either to a control or experimental group, the latter receiving the Give-Up Smoking (GUS) kit, and quit-smoking advice from their doctor. Factor analysis of the initial data largely confirmed the clusters of the Health Belief Model. At follow-up, after the experimental and control group treatment, a totally different factor structure emerged, comprising some very specific sociopsychological variables and cues to action. Implications are discussed for the Health Belief Model relative to other health behavior models.
Effect of health belief model-based educational intervention on prostate cancer prevention; knowledge, practices, and intentions.
BMC cancer
BACKGROUND:Prostate cancer screening is a crucial preventive element for improving the survival rates of prostate cancer. Therefore, our research objective was to investigate the effect of health belief model-based education on prostate cancer knowledge, health beliefs, and preventive health practices among adult and older adult males. METHODS:A one-group pre-test/post-test quasi-experimental study design was carried out at the one-day outpatient clinics affiliated to General Alexandria Main University Hospital. We enrolled 110 men aged 45-75 years old in a health belief model-based educational intervention program. Various questionnaires were utilized to gather data before, immediately after, and three months following the intervention. These questionnaires included the socio-demographic questionnaire, Prostate Cancer Knowledge Questionnaire (PCKQ), Prostate Cancer Screening-Health Belief Model Scale (HBM-PCS), Prostate Cancer Preventive Practices Questionnaire (PCPPQ), and one question regarding the intention to undergo PC screening. RESULTS:Participants' knowledge about prostate cancer screening improved significantly immediately after the program and this positive change was maintained at the follow-up (p = 0.000). Furthermore, participants' perceptions and preventive practices towards prostate cancer screening had changed significantly after program completion and at follow-up (p = 0.000). After program completion, many of the participants (92.7%) expressed their intention to undergo prostate cancer screening within the coming six months (p = 0.000). The younger age group (45-49 years) showed higher scores in their perception of prostate screening (p = 0.001). Higher education and income were significantly associated with higher scores in the three scales (p = 0.000 in all scales). CONCLUSION:The study findings emphasized the effectiveness of the designed health educational program based on the HBM on PC preventive behaviors, through significantly improving participants' knowledge level, perceptions, practices, and intentions to PC screening. The program is highly recommended for prostate cancer preventive health practices among both adult and older adult males.
10.1186/s12885-024-12044-9
Health Belief Model on women's cancer recovery (a phenomenological study on cancer survivors).
Azriful ,Bujawati Emmi,Nildawati ,Ramdan Rezki,Mallapiang Fatmawaty,Suyuti Syarfaini
Gaceta sanitaria
OBJECTIVE:This study aimed to determine how the Health Belief Model approach used by cancer survivors, especially women, in order to survive until after treatment. METHOD:The data in this research were gathered from in-depth interviews, using content analysis techniques. RESULTS:The findings suggest that the cancer symptom self-detection technique helps them to discover the problem and then seek medical help. The findings also indicate that they tried to do the healthy life behavior during the medical treatment, religious coping that could help to overcome stress as a result of the treatment, family and social support to the cancer survivor, being self-confident of the healthy behavior in helping the medical process. CONCLUSIONS:The healthy life behavior when supported with religious coping, can be a good alternative to help cancer patients fight against the disease and survive.
10.1016/j.gaceta.2020.12.003
The health belief model and theory of planned behavior applied to mammography screening: A systematic review and meta-analysis.
Ritchie David,Van den Broucke Stephan,Van Hal Guido
Public health nursing (Boston, Mass.)
BACKGROUND:The Health Belief Model (HBM) and the Theory of Planned Behavior (TPB) are used to explain screening behavior. Although reviews of each model have been conducted independently, none have compared the application of both to mammography screening. METHODS:A systematic review of literature published in five databases from 1974 to 2020 was performed. Meta-analysis of the explanatory value of the HBM and TPB and effect sizes of their cognitive variables was conducted. RESULTS:Altogether, 673 papers reporting HBM studies and 577 reporting TPB studies were recovered, of which 43 HBM studies and 15 TPB studies met the eligibility criteria. Twelve studies reported on the explanatory value of either model. The explained variance for HBM ranged from 25% to 89% (mean R = .55), while the explained variance for TPB ranged from 16% to 81% (mean R = .24 [screening behavior as outcome] and 0.46 [intention as outcome]). The component of "cue to action" had the greatest effect size (mean OR 1.80 [95% CI: 1.58-2.04]). CONCLUSIONS:While the HBM and TPB both demonstrated positive explanatory value, most studies examined the individual constructs of each model and failed to report consistently on the effectiveness of the models.
10.1111/phn.12842
Health belief model - male osteoporosis: a cross-sectional study.
Central European journal of public health
OBJECTIVES:The aim of this study is to examine the knowledge levels, beliefs, and self-efficacies of men regarding osteoporosis according to the health belief model. METHODS:Men aged 55 years and older were included in the study. After the descriptive characteristics of the participants were recorded, the Male Osteoporosis Knowledge Quiz, Osteoporosis Health Belief Scale, Osteoporosis Self-Efficacy Scale, and Osteoporosis Knowledge Test were administered to the participants face-to-face. RESULTS:A total of 435 men with an average age of 67.3 ± 0.4 years participated in the study. When the participants were categorized according to age subgroups, it was found that marital status (p = 0.002), economic status (p = 0.016), and education level (p < 0.001) differed with age. The results of the osteoporosis-specific measurement tools used in data collection also differed with age (p < 0.05). It was observed that men's levels of osteoporosis knowledge decreased with increasing age (p < 0.05). The lowest scores for the exercise benefits and health motivation subdimensions of the Osteoporosis Health Belief Scale and the Osteoporosis Self-Efficacy Scale were obtained from the subgroup that included the oldest participants (p < 0.05). The highest scores for the calcium barriers subdimension of the Osteoporosis Health Belief Scale were obtained from younger participants (p = 0.036). The level of osteoporosis knowledge showed a low-to-moderate correlation with each question of the Osteoporosis Health Belief Scale (p < 0.05). Age, education, associating the role of physiotherapy with primary-secondary treatment approaches, and health beliefs were the factors that affected the osteoporosis knowledge levels of the participating men (p < 0.05). CONCLUSIONS:The knowledge of osteoporosis and preventive beliefs and behaviours of men need to be increased. Knowledge and perceptions of susceptibility to osteoporosis should be developed in men with appropriate education from an early age. We recommend that exercise and physiotherapy approaches should be utilized to a greater extent, especially for individuals in the at-risk age range.
10.21101/cejph.a7789
The Health Belief Model in the Context of Alcohol Protective Behavioral Strategies.
Psychiatry
: Alcohol use continues to be prevalent and problematic among young adult samples. Protective behavioral strategies (PBS), which are harm reduction strategies utilized while drinking, have been linked to decreased alcohol use and subsequent alcohol-related problems. An individual's likelihood of adopting PBS and other health behaviors, according to The Health Belief Model (HBM), is dependent on perceived susceptibility to and severity of adverse health outcomes, as well as perceived benefits and barriers related to implementing those behaviors. The present study examined whether the perceived effectiveness of PBS in the context of the HBM leads to an increase in PBS use. : The analytic sample ( =694 college students, =20.21, =4.37, 63.26% female, 72.05% Caucasian) self-reported demographics, weekly alcohol consumption (i.e., frequency, intensity, and quantity), alcohol-related problems, use of PBS, and perceived effectiveness of PBS use. A latent variable model was used to test the effect of perceived PBS effectiveness on PBS use, alcohol consumption, and alcohol-related problems. : Perceived PBS effectiveness was associated with a higher likelihood of using PBS subtypes (Manner of Drinking, Stopping/Limiting Drinking, and Serious Harm Reduction), which in turn was associated with reductions in alcohol consumption and problems. : These findings suggest that increasing perceptions of PBS effectiveness may lead to more PBS use, decreased alcohol consumption, and fewer alcohol-related problems. Future research could implement longitudinal methodology to assess attempts to increase perceived effectiveness of PBS use and potentially establish a causal link between these perceptions, PBS use, and alcohol-related outcomes.
10.1080/00332747.2022.2114270
A Health Belief Model-Based Motivational Interviewing for Medication Adherence and Treatment Success in Pulmonary Tuberculosis Patients.
Parwati Ni Made,Bakta I Made,Januraga Pande Putu,Wirawan I Made Ady
International journal of environmental research and public health
Medication adherence behavior plays a central role in the success of tuberculosis (TB) treatment. Conventional motivation is not optimal in strengthening long-term medication adherence. A motivational interviewing (MI) communication motivation model based on the Health Belief Model (HBM) was designed with the main objective of improving medication adherence and treatment success. This study used an experimental design with a randomized posttest-only control group design. The intervention and control groups consisted of 107 TB patients each, who were selected by random cluster sampling. The study was conducted from November 2020 to June 2021 at 38 public health centers in Bali Province. The HBM-based MI model intervention was given in seven counseling sessions, pill count percentages were used to measure medication adherence, and treatment success was based on sputum examination results. Logistic regression was used to assess the effect of the intervention on medication adherence and treatment success. Logistic regression analysis showed that MI-based HBM and knowledge were the most influential variables for increasing medication adherence and treatment success. Medication adherence was 4.5 times greater (ARR = 4.51, = 0.018) and treatment success was 3.8 times greater (ARR = 3.81, < 0.038) in the intervention group compared to the control group, while the secondary outcome of knowledge of other factors together influenced medication adherence and treatment success. The conclusion is that the HBM-based MI communication motivation model creates a patient-centered relationship by overcoming the triggers of treatment barriers originating from the HBM construct, effectively increasing medication adherence and treatment success for TB patients, and it needs further development by involving families in counseling for consistent self-efficacy of patients in long-term treatment.
10.3390/ijerph182413238