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Demartoto , Argyo
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Path Analysis of the Influence of the Theory of Planned Behavior Construct on Visual Inspection of Acetic Acid Uptake in Banjarnegara Mahzunah, Amalia Khurotul; Demartoto , Argyo; Murti, Bhisma
Journal of Health Promotion and Behavior Vol. 10 No. 1 (2025)
Publisher : Masters Program in Public Health, Universitas Sebelas Maret, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26911/thejhpb.2025.10.01.07

Abstract

Background: The death rate for women of childbearing age is increasing. This indicates the need for useful interventions to prevent deaths from cervical cancer. One way is to carry out an Acetic Acid Visual Inspection (VIA) screening. Unfortunately, the rate of VIA screening is still low. So it is necessary to conduct research on how the behavior of using VIA screening is viewed from health promotion theory. This study aimed to determine the application of one of the health promotion theories, namely the Theory of Planned Behavior (TPB), to the use of VIA screening in Banjarnegara Regency. Subjects and Method: The study was conducted with a cross-sectional study design involving 200 female participants of reproductive age ranging from 20 to 50 years. This research was conducted in Banjarnegara Regency, Central Java Province, Indonesia. This study was conducted in April-May 2024. The sample was selected using fixed disease sampling to find participants who had undergone VIA screening. Data collection was carried out using questionnaires and data was analyzed using univariate, bivariate and path analysis. Results: The results of this study showed that the behavior of using VIA screening was directly influenced by intentions and perceived behavioral control. The possibility of subjects to undergo VIA screening can increase by strong intentions (OR= 6.56; 95% CI= 2.97 to 14.48; p< 0.001) and high perceived behavioral control (OR= 6.23; 95% CI= 3.07 to 12.65; p < 0.001). In addition, the results of path analysis showed that intentions were influenced by attitudes (OR= 2.73; 95% CI= 1.31 to 5.69; p= 0.007), subjective norms (OR= 3.48; 95% CI= 1.71 to 7.07; p= 0.001), and perceived control treatment (OR= 3.03; 95% CI= 1.50 to 6.09; p= 0.002). Conclusion: The use of VIA screening is directly influenced by intention and perceived behavioral control. In addition, intentions are influenced by attitudes, subjective norms, and perceived behavioral control. All results of the analysis are statistically significant.
Application of Social Cognitive Theory to Promote Healthy Behavior Among the Elderly at Integrated Health Post for Elderly Afandi, Agil Rafi’ah; Demartoto , Argyo; Murti , Bhisma
Journal of Health Promotion and Behavior Vol. 10 No. 2 (2025)
Publisher : Masters Program in Public Health, Universitas Sebelas Maret, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26911/thejhpb.2025.10.02.04

Abstract

Background: The results of a survey by the Central Statistics Agency in 2021 reported that as many as 42.22% of the elderly population in Indonesia experience health problems. One of the factors that determines healthy behavior in the elderly is implementing healthy behavior. This study aims to examine the application of social cognitive theory as a determinant of healthy behavior of the elderly in Sukoharjo Regency, Central Java. Subjects and Method: This was a cross-sectional study carried out at integrated health post (posyandu) in Grogol, Sukoharjo Regency, Central Java, in June-July 2024. A sample of 200 elderly was selected purposively. Five villages were randomly selected. From each village, 6 primary strata Posyandu, 6 intermediate strata Posyandu, 6 purnama strata Posyandu, and 7 independent Posyandu were chosen. Then, from each selected Posyandu, 8 elderly individuals were randomly selected. The dependent variable is healthy behavior in the elderly. The independent variables are a number of constructs in social cognitive theory, namely observational learning, outcome expectation, outcome expectancy, reinforcement, and self-efficacy. Data were analyzed by multiple linear regression. Results: Healthy behaviors increased with observational learning (b= 0.17; 95% CI= 0.12 to 0.43; p= 0.001), outcome expectation (b=0.24; 95% CI= 0.02 to 0.473; p= 0.036), outcome expectancy (b= 0.36; 95% CI= 0.05 to 0.68; p= 0.025), reinforcement (b= 0.36; 95% CI= 0.10 to 0.84; p= 0.013),  and self efficacy (b= 0.55; 95% CI= 0.19 to 0.91; p= 0.003). Conclusion: Healthy behavior in the elderly is positively associated with observational learning, outcome expectation, outcome expectancy, reinforcement, and self efficacy.
Relationships Between the Health Belief Model Constructs and Post-Stroke Patient Preferences in Choosing Acupuncture Therapy in Ngawi East Java Puspitaningrum, Cynthia Ayu Dian; Prasetya , Hanung; Demartoto , Argyo; Murti, Bhisma; Novika , Revi Gama Hatta
Journal of Health Promotion and Behavior Vol. 10 No. 2 (2025)
Publisher : Masters Program in Public Health, Universitas Sebelas Maret, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26911/thejhpb.2025.10.02.08

Abstract

Background: Stroke is a serious medical condition that poses a significant risk of mortality and long-term disability, making it one of the leading causes of death and disability worldwide. Select­ing an appropriate therapy is crucial to enhancing the quality of life among post-stroke patients. The Health Belief Model (HBM), which emphasizes individual beliefs regarding health and illness, is thought to play a pivotal role in influencing patients' decisions when choosing therapeutic inter­ventions. This study aims to analyze the application of the Health Belief Model in the selection of acupuncture therapy among post-stroke patients. Subjects and Method: This study employed a cross-sectional design and was conducted in Ngawi Regency from October to December 2024. 200 samples of post-stroke patients were taken using the fixed disease sampling technique, consisting of 100 patients undergoing acupuncture and 100 patients undergoing physiotherapy. Dependent variables were the preference of acupuncture therapy and physiotherapy. Independent variables were perceived severity, perceived benefits, perceived barriers, cues to action, and self-efficacy. Data was collected using questionnaires and analyzed using path analysis on STATA 17. Results: The preference for acupuncture therapy was directly influenced by self-efficacy (b=3.41; CI95%=2.59 to 4.23; p<0.001). Self-efficacy to undergo acupuncture therapy was influenced by the perceived benefits (=2.75; CI95%=1.74 to 3.75; p<0.001), perceived barrier (b=-0.94; CI95%=-1.96 to 0.80; p<0.001), and cues to action (b=3.36; CI95%=2.32 to 4.40; p<0.001). Perceived benefit was influenced by perceived severity (b=1.25; CI95%=0.62 to 1.88; p<0.001). Conclusion: Self-efficacy directly influences the preference for acupuncture therapy. Meanwhile, the perceived benefit, the perceived barrier, and cues of action indirectly affect the preference for acupuncture therapy through self-efficacy. Perceived benefit was influenced by severity perception.
Application of Social Cognitive Theory as a Predictor for Health Screening Utilization among Pre-Marital Couples Fidyaningrum, Fifi; Demartoto , Argyo; Murti, Bhisma; Hapsari , Happy Indri; Novika, Revi Gama Hatta
Journal of Health Promotion and Behavior Vol. 10 No. 2 (2025)
Publisher : Masters Program in Public Health, Universitas Sebelas Maret, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26911/thejhpb.2025.10.02.09

Abstract

Background: Circumstances in the early stages of development have a tremendous impact on a person's risk of developing diseases in adulthood. Numerous diseases can start in childhood and are generated by various traumas in early life, including improper treatment during pregnancy, maternal malnutrition, and maternal disease, one of which is diseases related to reproductive health. Premarital health screening is a series of tests that must be carried out by prospective brides and grooms before marriage, which aims to reduce the burden of inherited diseases by reducing the number of high-risk marriages. This study aimed to analyze the use of health screen­ing among pre-marital couples through the Social Cognitive Theory. Subjects and Method: A cross-sectional study was conducted in Nias, Indonesia, in October-November 2024. A sample of 200 brides and grooms was selected using fixed disease sampling. The data were collected using questionnaire and analyzed using a path analysis. Results: Outcome expectation was positively and indirectly associated with pre-marital health screening (b= 0.58; 95% CI= 0.01 to 1.15; p= 0.046). Knowledge, reinforcement, and observational learning were indirectly associated with pre-marital health screening among pre-marital couples. Conclusion: Social cognitive theory can be used to predict health screening uptake among pre-marital couples.
Implementation of the Health Belief Model as a Predictor of Acupuncture Therapy Adherence in Post-Stroke Patients Asrifa, Efa Yusfi; Murti, Bhisma; Saptaningtyas , Haryani; Prasetya, Hanung; Demartoto , Argyo; Sukamto , Ika Sumiyarsi
Journal of Health Promotion and Behavior Vol. 10 No. 2 (2025)
Publisher : Masters Program in Public Health, Universitas Sebelas Maret, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26911/thejhpb.2025.10.02.11

Abstract

Background: Post-stroke symptoms include limb weakness, paralysis, loss of balance, pain and numbness, memory and cognitive disorders, and urinary and digestive problems. The recovery process in post-stroke patients takes a long time, therefore, the patient needs to adhere to acupuncture therapy for recovery. This study aims to analyze the influence of perceived susceptibility, perceived severity, perceived benefits, perceived barriers, self-efficacy, and cues to action on acupuncture therapy adherence in post-stroke patients. Subjects and Method: This study was a cross-sectional study conducted in Yogyakarta, from November to December 2024. A total of 205 patients were selected using random sampling. The dependent variable was adherence to acupuncture therapy in post-stroke patients. Independent variables were perceived vulnerability, perceived severity, perceived benefits, perceived benefits, self-efficacy, and cues to action. The data were analyzed using path analysis. Results: Adherence to acupuncture therapy increased with increased perceived susceptibility (b= 1.19; 95% CI= -0.13 to 2.27; p=0.081), perceived severity (b= 2.16; 95% CI= 0.81 to 3.31; p= 0.001), perceived benefits (b= 1.71; 95% CI= 0.98 to 2.45; p<0.001), self-efficacy (b= 0.73; 95% CI= 0.11 to 1.36; p= 0.022) and cues to action (b= 1.77; 95% CI= 1.08 to 2.45; p<0.001). Conclusion: There is a positive relationship between perceived susceptibility, perceived severity, perceived benefits, self-efficacy, and cues to action on adherence to acupuncture therapy in post-stroke patients. The perceived benefits and self-efficacy are a direct influence on adherence to acupuncture therapy in post-stroke patients, while the perceived susceptibility, perceived severity, and cues to action are indirect influences.
Path Analysis of the Influence of the Theory of Planned Behavior Construct on Visual Inspection of Acetic Acid Uptake in Banjarnegara Mahzunah, Amalia Khurotul; Demartoto , Argyo; Murti, Bhisma
Journal of Health Promotion and Behavior Vol. 10 No. 1 (2025)
Publisher : Masters Program in Public Health, Universitas Sebelas Maret, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26911/thejhpb.2025.10.01.07

Abstract

Background: The death rate for women of childbearing age is increasing. This indicates the need for useful interventions to prevent deaths from cervical cancer. One way is to carry out an Acetic Acid Visual Inspection (VIA) screening. Unfortunately, the rate of VIA screening is still low. So it is necessary to conduct research on how the behavior of using VIA screening is viewed from health promotion theory. This study aimed to determine the application of one of the health promotion theories, namely the Theory of Planned Behavior (TPB), to the use of VIA screening in Banjarnegara Regency. Subjects and Method: The study was conducted with a cross-sectional study design involving 200 female participants of reproductive age ranging from 20 to 50 years. This research was conducted in Banjarnegara Regency, Central Java Province, Indonesia. This study was conducted in April-May 2024. The sample was selected using fixed disease sampling to find participants who had undergone VIA screening. Data collection was carried out using questionnaires and data was analyzed using univariate, bivariate and path analysis. Results: The results of this study showed that the behavior of using VIA screening was directly influenced by intentions and perceived behavioral control. The possibility of subjects to undergo VIA screening can increase by strong intentions (OR= 6.56; 95% CI= 2.97 to 14.48; p< 0.001) and high perceived behavioral control (OR= 6.23; 95% CI= 3.07 to 12.65; p < 0.001). In addition, the results of path analysis showed that intentions were influenced by attitudes (OR= 2.73; 95% CI= 1.31 to 5.69; p= 0.007), subjective norms (OR= 3.48; 95% CI= 1.71 to 7.07; p= 0.001), and perceived control treatment (OR= 3.03; 95% CI= 1.50 to 6.09; p= 0.002). Conclusion: The use of VIA screening is directly influenced by intention and perceived behavioral control. In addition, intentions are influenced by attitudes, subjective norms, and perceived behavioral control. All results of the analysis are statistically significant.
Application of Social Cognitive Theory to Promote Healthy Behavior Among the Elderly at Integrated Health Post for Elderly Afandi, Agil Rafi’ah; Demartoto , Argyo; Murti , Bhisma
Journal of Health Promotion and Behavior Vol. 10 No. 2 (2025)
Publisher : Masters Program in Public Health, Universitas Sebelas Maret, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26911/thejhpb.2025.10.02.04

Abstract

Background: The results of a survey by the Central Statistics Agency in 2021 reported that as many as 42.22% of the elderly population in Indonesia experience health problems. One of the factors that determines healthy behavior in the elderly is implementing healthy behavior. This study aims to examine the application of social cognitive theory as a determinant of healthy behavior of the elderly in Sukoharjo Regency, Central Java. Subjects and Method: This was a cross-sectional study carried out at integrated health post (posyandu) in Grogol, Sukoharjo Regency, Central Java, in June-July 2024. A sample of 200 elderly was selected purposively. Five villages were randomly selected. From each village, 6 primary strata Posyandu, 6 intermediate strata Posyandu, 6 purnama strata Posyandu, and 7 independent Posyandu were chosen. Then, from each selected Posyandu, 8 elderly individuals were randomly selected. The dependent variable is healthy behavior in the elderly. The independent variables are a number of constructs in social cognitive theory, namely observational learning, outcome expectation, outcome expectancy, reinforcement, and self-efficacy. Data were analyzed by multiple linear regression. Results: Healthy behaviors increased with observational learning (b= 0.17; 95% CI= 0.12 to 0.43; p= 0.001), outcome expectation (b=0.24; 95% CI= 0.02 to 0.473; p= 0.036), outcome expectancy (b= 0.36; 95% CI= 0.05 to 0.68; p= 0.025), reinforcement (b= 0.36; 95% CI= 0.10 to 0.84; p= 0.013),  and self efficacy (b= 0.55; 95% CI= 0.19 to 0.91; p= 0.003). Conclusion: Healthy behavior in the elderly is positively associated with observational learning, outcome expectation, outcome expectancy, reinforcement, and self efficacy.
Relationships Between the Health Belief Model Constructs and Post-Stroke Patient Preferences in Choosing Acupuncture Therapy in Ngawi East Java Puspitaningrum, Cynthia Ayu Dian; Prasetya , Hanung; Demartoto , Argyo; Murti, Bhisma; Novika , Revi Gama Hatta
Journal of Health Promotion and Behavior Vol. 10 No. 2 (2025)
Publisher : Masters Program in Public Health, Universitas Sebelas Maret, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26911/thejhpb.2025.10.02.08

Abstract

Background: Stroke is a serious medical condition that poses a significant risk of mortality and long-term disability, making it one of the leading causes of death and disability worldwide. Select­ing an appropriate therapy is crucial to enhancing the quality of life among post-stroke patients. The Health Belief Model (HBM), which emphasizes individual beliefs regarding health and illness, is thought to play a pivotal role in influencing patients' decisions when choosing therapeutic inter­ventions. This study aims to analyze the application of the Health Belief Model in the selection of acupuncture therapy among post-stroke patients. Subjects and Method: This study employed a cross-sectional design and was conducted in Ngawi Regency from October to December 2024. 200 samples of post-stroke patients were taken using the fixed disease sampling technique, consisting of 100 patients undergoing acupuncture and 100 patients undergoing physiotherapy. Dependent variables were the preference of acupuncture therapy and physiotherapy. Independent variables were perceived severity, perceived benefits, perceived barriers, cues to action, and self-efficacy. Data was collected using questionnaires and analyzed using path analysis on STATA 17. Results: The preference for acupuncture therapy was directly influenced by self-efficacy (b=3.41; CI95%=2.59 to 4.23; p<0.001). Self-efficacy to undergo acupuncture therapy was influenced by the perceived benefits (=2.75; CI95%=1.74 to 3.75; p<0.001), perceived barrier (b=-0.94; CI95%=-1.96 to 0.80; p<0.001), and cues to action (b=3.36; CI95%=2.32 to 4.40; p<0.001). Perceived benefit was influenced by perceived severity (b=1.25; CI95%=0.62 to 1.88; p<0.001). Conclusion: Self-efficacy directly influences the preference for acupuncture therapy. Meanwhile, the perceived benefit, the perceived barrier, and cues of action indirectly affect the preference for acupuncture therapy through self-efficacy. Perceived benefit was influenced by severity perception.
Application of Social Cognitive Theory as a Predictor for Health Screening Utilization among Pre-Marital Couples Fidyaningrum, Fifi; Demartoto , Argyo; Murti, Bhisma; Hapsari , Happy Indri; Novika, Revi Gama Hatta
Journal of Health Promotion and Behavior Vol. 10 No. 2 (2025)
Publisher : Masters Program in Public Health, Universitas Sebelas Maret, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26911/thejhpb.2025.10.02.09

Abstract

Background: Circumstances in the early stages of development have a tremendous impact on a person's risk of developing diseases in adulthood. Numerous diseases can start in childhood and are generated by various traumas in early life, including improper treatment during pregnancy, maternal malnutrition, and maternal disease, one of which is diseases related to reproductive health. Premarital health screening is a series of tests that must be carried out by prospective brides and grooms before marriage, which aims to reduce the burden of inherited diseases by reducing the number of high-risk marriages. This study aimed to analyze the use of health screen­ing among pre-marital couples through the Social Cognitive Theory. Subjects and Method: A cross-sectional study was conducted in Nias, Indonesia, in October-November 2024. A sample of 200 brides and grooms was selected using fixed disease sampling. The data were collected using questionnaire and analyzed using a path analysis. Results: Outcome expectation was positively and indirectly associated with pre-marital health screening (b= 0.58; 95% CI= 0.01 to 1.15; p= 0.046). Knowledge, reinforcement, and observational learning were indirectly associated with pre-marital health screening among pre-marital couples. Conclusion: Social cognitive theory can be used to predict health screening uptake among pre-marital couples.
Implementation of the Health Belief Model as a Predictor of Acupuncture Therapy Adherence in Post-Stroke Patients Asrifa, Efa Yusfi; Murti, Bhisma; Saptaningtyas , Haryani; Prasetya, Hanung; Demartoto , Argyo; Sukamto , Ika Sumiyarsi
Journal of Health Promotion and Behavior Vol. 10 No. 2 (2025)
Publisher : Masters Program in Public Health, Universitas Sebelas Maret, Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.26911/thejhpb.2025.10.02.11

Abstract

Background: Post-stroke symptoms include limb weakness, paralysis, loss of balance, pain and numbness, memory and cognitive disorders, and urinary and digestive problems. The recovery process in post-stroke patients takes a long time, therefore, the patient needs to adhere to acupuncture therapy for recovery. This study aims to analyze the influence of perceived susceptibility, perceived severity, perceived benefits, perceived barriers, self-efficacy, and cues to action on acupuncture therapy adherence in post-stroke patients. Subjects and Method: This study was a cross-sectional study conducted in Yogyakarta, from November to December 2024. A total of 205 patients were selected using random sampling. The dependent variable was adherence to acupuncture therapy in post-stroke patients. Independent variables were perceived vulnerability, perceived severity, perceived benefits, perceived benefits, self-efficacy, and cues to action. The data were analyzed using path analysis. Results: Adherence to acupuncture therapy increased with increased perceived susceptibility (b= 1.19; 95% CI= -0.13 to 2.27; p=0.081), perceived severity (b= 2.16; 95% CI= 0.81 to 3.31; p= 0.001), perceived benefits (b= 1.71; 95% CI= 0.98 to 2.45; p<0.001), self-efficacy (b= 0.73; 95% CI= 0.11 to 1.36; p= 0.022) and cues to action (b= 1.77; 95% CI= 1.08 to 2.45; p<0.001). Conclusion: There is a positive relationship between perceived susceptibility, perceived severity, perceived benefits, self-efficacy, and cues to action on adherence to acupuncture therapy in post-stroke patients. The perceived benefits and self-efficacy are a direct influence on adherence to acupuncture therapy in post-stroke patients, while the perceived susceptibility, perceived severity, and cues to action are indirect influences.
Co-Authors Afandi, Agil Rafi’ah Asrifa, Efa Yusfi Bhisma Murti Fidyaningrum, Fifi Hapsari , Happy Indri Mahzunah, Amalia Khurotul Murti , Bhisma Novika , Revi Gama Hatta Novika, Revi Gama Hatta Prasetya , Hanung Prasetya, Hanung Puspitaningrum, Cynthia Ayu Dian Saptaningtyas , Haryani Sukamto , Ika Sumiyarsi