Journal of Preventive Medicine and Public Health

Original Articles

Using the Health Belief Model to Predict Tuberculosis Preventive Behaviors Among Tuberculosis Patients’ Household Contacts During the COVID-19 Pandemic in the Border Areas of Northern Thailand: Nantawan Khamai, Katekaew Seangpraw, Parichat Ong-Artborirak; J Prev Med Public Health. 2024;57(3):223-233. Published online May 1, 2024; DOI: https://doi.org/10.3961/jpmph.23.453

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Objectives
The coronavirus disease 2019 pandemic has exacerbated the rate of tuberculosis (TB) infection among close contacts of TB patients in remote regions. However, research on preventive behaviors, guided by the Health Belief Model (HBM), among household contacts of TB cases is scarce. This study aimed to employ the HBM as a framework to predict TB preventive behaviors among household contacts of TB patients in the border areas of Northern Thailand.
Methods
A cross-sectional study with multi-stage random sampling was conducted in Chiang Rai Province. The study included 422 TB patients’ household contacts aged 18 years or older who had available chest X-ray (CXR) results. A self-administered questionnaire was used to conduct the survey.
Results
The participants’ mean age was 42.93 years. Pearson correlation analysis showed that TB preventive behavior scores were significantly correlated with TB knowledge (r=0.397), perceived susceptibility (r=0.565), perceived severity (r=0.452), perceived benefits (r=0.581), self-efficacy (r=0.526), and cues to action (r=0.179). Binary logistic regression revealed that the modeled odds of having an abnormal CXR decreased by 30.0% for each 1-point score increase in preventive behavior (odds ratio, 0.70; 95% confidence interval, 0.61 to 0.79).
Conclusions
HBM constructs were able to explain preventive behaviors among TB patients’ household contacts. The HBM could be used in health promotion programs to improve TB preventive behaviors and avoid negative outcomes.

Summary

Key Message
- Tuberculosis knowledge and the Health Belief Model (HBM) constructs are associated with preventive behaviors that affect CXR results among pulmonary TB patients’ household contacts. - The HBM could be used in health promotion programs to improve TB preventive behaviors and avoid negative outcomes.

Citations

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Household Clustering of High-Risk Contacts in Smear-Positive TB Patient Families: Evidence for Hotspot Households and Risk Stratification in Rural Eastern Cape
Hloniphani Guma, Ntandazo Dlatu, Wezile Wilson Chitha, Teke Apalata, Lindiwe Modest Faye
International Journal of Environmental Research and Public Health.2025; 22(12): 1823. CrossRef

Therapeutic Compliance and Its Related Factors of Patients with Hypertension in Rural Area.: Sang Won Lee, Sin Kam, Byung Yeol Chun, Min Hae Yeh, Yun Sik Kang, Keon Yeop Kim, Young Sook Lee, Ki Soo Park, Jae Hee Son, Hee Sook Oh, Moon Young Ahn, Pu Dol Lim; Korean J Prev Med. 2000;33(2):215-225.

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Abstract PDF: OBJECTIVE
The purpose of this study was to examine the therapeutic compliance and its related factors in the rural hypertensives. METHOD: A questionnaire survey and blood pressure measurement were performed to 3,876 residents of a rural area, and 660 hypertensives were selected as subjects of study. The study employed a hypothetical model which was composed of constructs from the health belief model and KAP model. The analysis techniques employed included contingency table analysis and structural equation modeling. RESULT: The proportion of those who were compliant to the treatment of hypertension was 44.2% of subjects. As the result of structural equation modeling, when patients had more favorable attitude toward treatment, higher perceived benefit, or lower perceived barriers to treatment, the therapeutic compliance was significantly higher(T>2.0). When patients had more knowledge about hypertension, or higher perceived severity of hypertension, the attitude toward the treatment of hypertension was more favorable significantly(T>2.0). And when patients had the support for treatment from family or neighbor, the attitude toward treatment was more favorable(T>2.0). When patients had experience of health education, they had more knowledge, higher perceived susceptibility of complication, perceived severity for hypertension, and perceived benefit of treatment, compare to patients without health education(T>2.0). CONCLUSION: In consideration of above findings, in order to improve the therapeutic compliance in the rural hypertensives, it would be necessary to change attitude, perception, knowledge about hypertension and its treatment, by various methods such as effective health education and programs for maintaining the supportive environment for hypertension treatment.; Summary

Factors Related to the Intention of Participation in a Worksite Smoking Cessation Program.: Jae Hee Son, Sung Ah Kim, Sin Kam, Min Hae Yeh, Ki Su Park, Hee Sook Oh; Korean J Prev Med. 1999;32(3):297-305.

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Abstract PDF: OBJECTIVES
This study was conducted to evaluate factors related to the intention of participation in a worksite smoking cessation program. METHODS: To explain the health behavior of participating intention in a worksite smoking cessation program, the health belief model(HBM) was used as study model, and 144 self-administered questionnaires were completed by electronic company workers. Variables of the health belief model were composed of perceived susceptibility to smokinginduced disease, perceived severity of smoking-induced disease, economical gain as perceived benefit of smoking cessation, and nicotine dependency as perceived barrier of smoking cessation. Variables of sociodemographics, smoking status, knowledge about adverse health effects of smoking, and cues to smoking cessation were used as modifying factors. RESULTS: Perceived severity(POR=1.99, 95%CI: 1.03-3.83), perceived benefit(POR=2.11, 95%CI: 1.07-4.17), and perceived barrier(POR=0.29, 95%CI: 0.11-0.76) were significant variables to the intention of participation in a worksite smoking cessation program in the logistic regression analysis. The perceived severity was significantly affected by knowledge about adverse health effects of smoking(POR=2.17, 95%CI: 1.23-3.84). The perceived barrier was significantly affected by education level(POR=3.66, 95%CI: 1.17-11.44), age to first cigarette (POR=0.32, 95%CI: 0.10-0.98), pack-years(POR=5.47, 95%CI: 2.37-12.61). To the perceived benefit, the model was not fitted. CONCLUSIONS: Our results found that counterplans improving the knowledge about adverse health effects of smoking, preventing early smoking, and decreasing smoking amount should be considered for an effective smoking ban policy.; Summary

Factors influencing weight control behavior and intention of obese children and adolescents.: Yunju Kang, Myongsei Sohn, Kinam Jin, HanJoong Kim, Heechoul Ohr, Sungjae Shin; Korean J Prev Med. 1998;31(2):199-214.

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Abstract PDF: This study was undertaken to explain weight control behavior and intention of obese children and adolescents as measured by the elements of the health belief model. A total of 732 obese students from 28 schools in Seoul metropolitan area and their mothers were assessed with a self-administered questionnaire. The analyzed results are as follows; l. Among obese students, 45.3% of male students and 57.2% of female students, a significantly higher portion than male students, reported that they had tried to lose weight within the recent year. Exercise was the most frequently used method to lose weight followed by diet control, drug use, and specialized clinic visits, in descending order. 2. Male students were more likely to try to lose weight if they perceived a low threat level and their mother had a job, and female students were more likely to try to lose weight if they were younger in age, perceived a low threat level and had strong external motivating factors. 3. Female students showed a significantly higher level of intention to obesity control than male students, and the intention level of their mothers also showed the same trend. 4. In male students, the degree of weight dissatisfaction, weight control experience, the level of obesity related beliefs of students, the educational level of the mother and economic status of the family were significant predictors of intention to obesity control, and in females, age, the level of obesity related beliefs of students and intention of their mothers were significant. In the mothers of male students, obesity index of students, age of the mother and the level of obesity related beliefs of the mother were significant predictors of intention of the mother, and in the mothers of female students, obesity index of students, occupational status of the mother and obesity related beliefs of the mother were significant. 5. According to the path model of intention to obesity control, the degree of weight dissatisfaction had the most powerful effect in male students, and perceived net benefit level was the most important variable in female students. Since the weight control behavior and intention of obese students were more predictable by the degree of weight dissatisfaction than the obesity index, we can conclude that only the students dissatisfied with their weight are well motivated for obesity control. There can be a discrepancy between the mother and her child's beliefs and intention status(especially in male students), so the therapists should also assess the student's opinion as well as the mother's. In female students, the perceived net benefit level was the most important predictor of intention to obesity control, therefore the intervention program should pay particular attention to the positive benefits of weight control rather than negative aspects(threats) of obesity.; Summary

Factors Influencing Workers' Perception and Attitude Toward Special Periodic Health Screening Test.: Si Hyun Nam, Sin Kam, Jae Yong Park; Korean J Prev Med. 1995;28(2):334-346.

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Abstract PDF: To investigate the factors influencing workers' perception and attitude toward special periodic health screening test for workers, a survey with self-administered questionnaires was performed on 279 workers who had special periodic health screening test from september 1 to October 15, 1994. A study model was developed by modifying the health belief model. The end and intermediate response variables of the model were the voluntary participation and necessity perception on the special screening for workers, and The result of analysis was consistent with the study model. Rates for the necessity perception and voluntary participation on the special1 screening for workers were 77.2%, 79.2%, respectively. Factors influencing on the voluntary participation were necessity perception, benefit of special screening for workers, and cue to action. And on the necessity perception were susceptibility and severity to occupational disease, knowledge to special screening for workers, and support of company. General and occupational characteristics influencing on the susceptibility and severity to occupational disease were sex, age, educational level, work duration, and health education. On the knowledge to special screening for workers were age, educational level, work duration, and locus-of-control. On the benefit of special screening for workers were age, locus-of-control, pride on health, and health education. Therefore, to increase the voluntary participation and necessity perception on the special periodic health screening for workers, l) if a worker is judged as occupational disease, the judgment should be widely known in his workplace, 2) the screening result forms should be directly sent to the workers themselves, 3) for the positivity of employers, the campaign and education program subjected to them should be planned, 4) health education should give the first consideration to the younger, lower educational level, and newly employed women, and its frequency should be increased and it should be more frequently dealt with occupation-related subjects, and 5) the employers should have a careful concern in not being disadvantageous to workers due to result of screening.; Summary

Health-Related Behaviors: Theoretical Models And Research Findings.: Sang Soo Bae; Korean J Prev Med. 1993;26(4):508-533.

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Abstract PDF: A wide range of health professionals have interest in changing the health behavior of individuals. To intervene effectively and to make informed judgements about how to measure the success of such interventions, health professionals must have an deep understanding of health behavior. This paper provides and overview of the thories of health-related behaviors and the strength and weakness of each, how the theories relate to others, and how they can be used in practice. The theories reviewed include Suchmann's stages of illness experience, Health belief model, Attribution theory, Fishbein's theory of reasoned action, Multiattribute utility models, Consumer information processing, and Andersen's models. Finally, this paper introduces the reader to interesting research findings in our country.; Summary

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