The effects of education based on extended health belief model in type 2 diabetic patients: a randomized controlled trial
© Bayat et al.; licensee BioMed Central Ltd. 2013
Received: 13 March 2013
Accepted: 18 October 2013
Published: 28 October 2013
Type II diabetes and its complications impose a large economic burden on health care systems. This study aims to assess the effectiveness of educational intervention based on extended health belief model on type 2 diabetic patients.
120 patients with type II diabetes referring to randomly selected hospitals of Tehran University of Medical Sciences were enrolled in this educational intervention study. Patients were randomly divided into two groups (intervention and control). Data were collected using a questionnaire including demographic information and extended health belief model constructs. Two face to face educational sessions were conducted for each patient. Data were collected in two groups at three stages of the study; before the educational sessions and at 3 months and 6 months intervals. Analysis was performed by SPSS (17.0) and STATA (11.0) using independent T-test, Chi-square, Fisher’s exact test, analysis of covariance and Generalized Estimating Equation. A p value of less than 0.05 was regarded as statistically significant.
The educational program had a positive and significant impact (p < 0.0001) on extended health model belief constructs (including perceived susceptibility, perceived intensity, perceived benefits, perceived barriers and self-efficacy) in experimental group, 3 and 6 months after the intervention.
The results of this study showed the importance of extended health belief model based education in improving the model constructs and increasing self-efficacy in patients with type-2 diabetes.
KeywordsEducational intervention Extended health belief model Type 2 diabetes
Diabetes mellitus is a major and growing health problem affecting more than 180 million people worldwide and according to the estimates the number is expected to double by 2030 . As a result of population ageing and increasing prevalence of obesity, type 2 diabetes accounts for most of the cases. Diabetes complications are very common and impose a large economic burden on the patient and society . In the short term, type-2 diabetes may lead to symptoms and debilities and in the long term to more serious complications . Unhealthy behavior such as lack of physical activity, consumption of high-fat and high-calorie foods, incorrect blood glucose measurement and inadequate attention to medication regimens are known risk factors for complications’ aggravation. Type 2 diabetes and its chronic complications impose a substantial burden on health care systems. It is common in Middle East; it has a prevalence of 29% in United Arab Emirates , 7.7% in Iran  and a prevalence of 14% in Tehran. One out of five people in Iran over the age of 30 is diagnosed with diabetes and overall it has become a global epidemic .
Studies show that those theory-based educational programs that apply cognitive frameworks can have a positive effect on the results. A few of these programs are currently part of the primary care, but they have not yet been specifically used to educate diabetic patients [3, 7].
Extended health belief model (EHBM), the theoretical framework applied in this study, is used to assess the patients’ motivation to adapt to a health related behavior. This model consists of six key constructs affecting health behaviors including perceived susceptibility, perceived severity, perceived benefits, perceived barriers, cues to action and self-efficacy .
Perceived susceptibility is a person’s opinion regarding his or her personal chances of developing a condition. An individual’s opinion about the seriousness of a specific condition and its consequences is referred to as perceived severity. “Perceived benefits” refers to the patient’s belief in the efficacy of the advised action to reduce risk or seriousness of impact. Any impediments in the way of adopting a recommended health-related behavior, is considered as the individual’s perceived barrier. Self-efficacy is a newly added construct that lies at the center of Bandura’s social cognitive theory. Influenced by modulator variables, self efficacy is now a key component proposed in most of the recent models  and it was added to the original four beliefs of HBM in 1998. Bandura defines perceived self-efficacy as an individual’s judgment of his or her capabilities to organize and execute courses of action required to attain designated types of performances .
To date there have been few studies conducted on the effects of HBM-based educational intervention [8, 11] and non-HBM-based ones [7, 12–14] on diabetic patients. But this study aimed to assess the impact of EHBM based education on patients with type 2 diabetes. The difference between this study and other recently conducted studies is the addition of the self-efficacy construct to the variables and adding follow ups with 3 and 6 month intervals which gives us a better appreciation of the long term effects of educational intervention on the model’s constructs.
This study is an educational intervention based on Extended Health Belief Model (EHBM), conducted on type 2 diabetes patients referring to randomly selected hospitals of Tehran University of Medical Sciences (Dr Shariati, Baharlou and Amir Alam hospitals), in 2012.
Based on this formula, each group was calculated to have a sample size of 55 patients. Taking into account a 10% probable loss of samples during the study, the calculated sample size was increased to 60 patients for each group. Patients were randomized to two groups using a permuted block size of 4. Inclusion criteria were predefined as follows: being able to read and write, and diagnosis of the type 2 diabetes confirmed by a specialist. Exclusion criterion: Patients unwilling to participate in the study. A structured questionnaire was used as a data collection tool, including three sections regarding basic demographic data (19 questions), Health Belief Model constructs (19 questions) and self-efficacy (8 questions). HBM constructs were measured using a five point Likert scale ranging from 1 (strongly disagree) to 5 (strongly agree). As for the perceived barriers, the scaling was opposite the other constructs. Scoring the self-efficacy section of the questionnaire was based on the patient’s ability to adopt a specific behavior ranging from 1 to 10.
Participants in each group completed an interview-based questionnaire, the results of which were analyzed to design an EHBM-based educational content for the experimental group.
The content included:
● Information about diabetes, its risk factors, complications and treatments.
● Education on exercise programs in patients with type-2 diabetes including the type, duration, frequency and intensity of exercise.
● Checking pre-exercise blood glucose level and measures that should be taken in case of hypoglycemia during exercise.
● Education about diet including the type and amount of food according to the diabetes food pyramid and the timing of consumption.
● Perceived susceptibility and intensity including the statistics on this subject, the causes of diabetes complications, application of motivating methods, explaining the risks of disregarding the diet, medical regimen and exercise program, encouraging the patients to stick to their therapeutic regimen to avoid the complications, emphasizing the controllable nature of diabetes and introducing the methods.
● The benefits and obstacles of nutritional diet and exercise program and proposing methods to increase the patient’s knowledge about these subjects.
● Methods to decrease perceived barriers, recommending patients to join organizations such as diabetes association, information on how to reduce the expenses related to the diabetic nutrition, educating the patients who had amputations about exercises to strengthen each limb, methods to control and prevent the complications.
The educational program consisted of two 30 to 45 minute sessions, presented via pamphlets and face to face lectures using the “question and answer” method. The “question and answer” method was used to encourage the participants to get involved in the process and to make sure that they were paying attention. Also follow-up phone calls were made to the participants after the program.
Prior to enrolling the participants in the study, informed consent was obtained from each person based on the statutes passed by the ethics committee of Endocrinology and metabolism Research Center (EMRC) of Tehran University of Medical Sciences, and the principles of the Declaration of Helsinki were applied throughout the study.
The content validity of the questionnaire was evaluated based on the feedbacks of research experts in this field. The test-retest method was used to estimate the questionnaire’s stability and consistency. The questionnaire was completed twice by 15 type 2 diabetic patients with a 10-day interval and data were recorded in two phases, before and after training. Analysis showed no significant difference in the responses to 19 questions of HBM (84%) and 16 questions about self-efficacy (87.5%). This indicates a stability of 84%.
The contents of the educational program included: definition of diabetes, signs and symptoms, the importance of control and prevention of short and long term complications, blood glucose level measurement methods, diet control methods and physical activity. Post-test questionnaires were completed by both experimental and control groups 3 and 6 months after the intervention. Analysis was performed by SPSS (17.0) using Chi-square and Fisher’s exact test for demographic variables, and independent T-test along with analysis of covariance (ANCOVA) for the HBM constructs and self-efficacy data. Also, to estimate the trend of intervention effect Generalized Estimating Equation (GEE) were applied using STATA (11.0). A p value of less than 0.05 was regarded as statistically significant.
The importance of the subject and its objectives were clearly explained to the patients, to encourage their active participation in the study, and they were reassured that their information will remain confidential.
Distribution of demographic characteristics of patients according to intervention
High school & diploma
Member of diabetes society
Mean (±SD) of components of health belief model before and after intervention
After 3 month
After 6 month
(Mean ± SD)
(Mean ± SD)
(Mean ± SD)
15.85 ± 1.6
17.77 ± 2.1
17.78 ± 2.2
15.82 ± 1.3
15.95 ± 1.4
15.95 ± 1.4
21.48 ± 1.3
23.58 ± 1.3
24.12 ± 0.9
21.45 ± 1.3
21.60 ± 1.2
21.62 ± 1.4
17.62 ± 1.6
18.93 ± 1.2
19.18 ± 0.9
16.68 ± 1.8
16.93 ± 1.7
16.77 ± 1.8
14.90 ± 2.6
12.0 ± 3.6
11.55 ± 3.4
14.82 ± 2.8
14.48 ± 3.0
14.68 ± 3.1
22.88 ± 2.8
44.38 ± 4.3
44.40 ± 4.3
23.08 ± 2.8
23.20 ± 2.4
23.27 ± 2.4
The mean score of perceived intensity before the intervention was 21.48 (±1.3) in the experimental group. It increased to 23.58 (±1.3) (p < 0.0001) after 3 months, and in 6 months it reached 24.12 (±0.9) (p < 0.00001), which was also found to be statistically significant (Table 2).
The mean score of perceived barriers before the educational sessions was 14.90 (±2.6) which decreased to 12 (±3.67) (p < 0.0001) after 3 months and reached 11.55 (±3.4) (p < 0.001) at the 6 month interval. Both these changes were statistically significant (Table 2). Contrarily the mean score of self-efficacy increased over time, from 22.88 (±2.8) before the intervention to 44.38 (±4.3), 3 months after that, and in 6 months it reached 44.40 (±4.3) (p < 0.0001, Table 2).
It is worth mentioning that the main assumptions of ANCOVA were checked for various components of EHBM and found reasonable. Also, as in this study the total sample was 120, according to Central Limit Theorem applying the regression procedure (ANCOVA) which is a parametric tool is fine.
Besides, as the follow ups were at 3 and 6 month intervals, to estimate the trend of intervention effect we used GEE procedure in STATA (11.0) taking account of the dependency of measurements and found that the monthly trend of intervention effect for the model constructs: susceptibility, intensity, benefits, barriers, and self-efficacy were 0.35 (0.28-0.41), 0.37 (0.32-0.42), 0.33 (0.27-0.38), 0.38 (0.28-0.48) and 3.92 (3.58-4.25), respectively.
Education is the cornerstone of diabetes management, so finding a suitable method to improve self-efficacy is of great importance. Since there have been only a few HBM-based studies on self-efficacy in diabetic patients, this study was conducted to examine the effect of Extended Health Belief Model on the self-efficacy of patients with type 2 diabetes.
In this study 25 patients from the experimental group (41.7%) and 39 patients from the control group (48.3%) belonged to the age group of 36–55 years. As for the marital status, 54 patients (90%) from the experimental group and 56 patients (56.9%) from the control group were married. At the starting point of the study there were no significant differences between the distribution of demographic variables in both case and control groups (p > 0.05).
The results of this study showed an increase in the mean scores of perceived susceptibility, perceived severity, perceived benefits and self-efficacy, and also a decrease in the mean score of perceived barriers after the implementation of the educational program on the experimental group.
As shown by the results of this study participating in the educational program increased the mean score of perceived susceptibility in the experimental group in both 3 and 6 month intervals (p < 0.0001).
Baghianimoghadam et al. (2010) conducted a study assessing the effects of current education compared to peer-education on walking in type 2 diabetic patients, based on Health Belief Model. Their results showed a significant increase in the mean scores of perceived susceptibility and perceived severity in the case group after educational intervention, which matched our findings .
The mean scores of perceived severity and perceived benefits in the experimental group increased 3 and 6 months after the educational intervention (p < 0.0001). The results of Shamsi et al’s study conducted on 88 patients with type 2 diabetes also showed an increase in the mean scores of perceived susceptibility, perceived severity and perceived benefits, and a decrease in perceived barriers, 3 months after the intervention .
Compatible with the results of this study, Mardani et al. also carried out an educational program for patients, that increased the mean score of the benefits construct and led to a decrease in the mean score of the perceived barriers construct . A similar study by Sharifirad et al. verified these findings .
Aghamolai et al. conducted an experimental research and examined the effects of Heath Belief Model application on modifying the self-care behaviors in type 2 diabetic patients. The results showed that after the educational intervention a significant increase occurred in all the constructs of the model and the perceived barriers construct decreased significantly . The same results were obtained from another interventional study performed by Sharifirad et al. (2008) on 88 patients with type-2 diabetes .
At the beginning of the study, the mean score of self efficacy was 22.88 (±2.85), which increased to 44.38 (±4.35) after 3 months and reached 44.40 (±4.31) in the 6 months follow-up (p < 0.0001). It indicated that the increasing trend was constant (p = 0.11). In 2011 in Patrick’s study, aimed to assess the effect of diabetic patient’s education and self-management education in type-2 diabetes, the results showed a significant increase in the mean score of self-efficacy 6 months after the educational intervention, which is compatible with the results of this study .
Heijden et al. in 2012, testing the effects of an exercise intervention, based on self-efficacy for inactive patients with type-2 diabetes, showed a significant improvement in the experimental group’s self-efficacy . Baljani et al. also showed a significant increase in every aspect of the self-efficacy construct, examining the effect of education on promoting self-efficacy on patients with cardiovascular disease . Proving the same point was the study performed in 2008 by Atak et al. determining the effect of education on knowledge, self management behaviors and self-efficacy of patients with type-2 diabetes .
One of the limitations in conducting this study was not having a suitable place to hold the educational sessions, which led to choosing the more effective, face to face education method. Following the patients 3 and 6 months after the intervention was another problem. Other obstacles include using a report-based data collecting tool, inaccessibility of the patient’s medical records for the physician to assess patient’s improvement, and our inability to generalize the results to the majority of the population.
This research has been supported by Tehran University of Medical Sciences and health Services grant No 91-08-26-1498. The authors gratefully thank the staff of Shariati Hospital, Endocrinology and Metabolism Research Center, and the diabetic patients who participated in this study.
- Shabani M, Torki ZS: Relationship between Foot-Care Self-Efficacy Beliefs and Self Care Behaviors in Diabetic Patients in Iran. J Diab & Metab Disorder 2012,3(9):1–5.Google Scholar
- Marshall S, Flybjerg A: Prevention and early detection of vascular complications of diabetes. BMJ 2006, 333: 475–480. 10.1136/bmj.38922.650521.80PubMed CentralView ArticlePubMedGoogle Scholar
- Davies MJ, Heller S, Skinner TC, Campbell MJ, Carey ME, Cradock S, et al.: Effectiveness of the diabetes education and self management for ongoing and newly diagnosed (DESMOND) programme for people with newly diagnosed type 2 diabetes: cluster randomised controlled trial. BMJ 2007, 336: 491–495.View ArticleGoogle Scholar
- Hadaegh F, Bozorgmanesh M, Ghasemi A, Harati H, Saadat N, Azizi F: High prevalence of undiagnosed diabetesand abnormal glucose tolerance in the Iranian urban population: Tehran lipid and glucose study. BMI Public Health 2008, 8: 176–183. 10.1186/1471-2458-8-176View ArticlePubMedGoogle Scholar
- Zimmet P, Alberti K, Shaw J: Global and societal implications of the diabetes epidemic. Nature 2001, 414: 782–787. 10.1038/414782aView ArticlePubMedGoogle Scholar
- Boulton A, Vileikyte L, Ragnarson-Tennvall G, Apelqvist J: The global burden of diabetic foot disease. Lancet 2005, 366: 1719–1724. 10.1016/S0140-6736(05)67698-2View ArticlePubMedGoogle Scholar
- Ellis S, Speroff T, Dittus R, Brown A, Pichert J, Elasy T: Diabetes patient counseling: a meta-analysis and meta-regression. Patient Educ Couns 2005,52(1):97–105.View ArticleGoogle Scholar
- Sharifirad G, Hazavehie S, Mohebi S, Rahimi M, Hasanzadeh A: The effect of educational programme based on Health Belief Model (HBM) on the foot care by type II diabetic patients. Iran J Endocrinol & Met 2007,8(3):231–239. [Persian]Google Scholar
- Coe A, Gatewood S, Moczygemba L, Goode J, Beckner J: The use of the health belief model to assess predictors of intent to receive the novel (2009) H1N1 influenza vaccine. Inov Pharm 2012,3(2):1–11.PubMed CentralPubMedGoogle Scholar
- Taghdisi MH, Nejadsadeghi E: The effect of health education based on health belief model on behavioral promotion of urinary infection prevention in pregnant women. J Research & Health 2012, 2: 126–136.Google Scholar
- Sharifirad G, Hazavehie S, Mohebi S, Rahimi M, Hasanzadeh A: The effect of educational programme based on Health Belief Model (HBM) on the foot care by type II diabetic patients. Iran J Endocrinol & Met 2006,8(3):231–239. [Persian]Google Scholar
- Yates T, Davies M, Gorely T, Bull F, Khunti K: Effectiveness of a pragmatic education program designed to promote walking activity in individuals with impaired glucose tolerance. Diabetes Care 2009,32(8):1404–1410. 10.2337/dc09-0130PubMed CentralView ArticlePubMedGoogle Scholar
- Rakhshandeh Rou S, Ghaffari M, Heydarnia A, Rajab A: Evaluate the effectiveness of educational intervention on metabolic control in diabetic patients. J Diab & Metab Disord 2009, 9: 57–64.Google Scholar
- Morowatisharifabad M, Rouhani Tonekaboni N: Perceived self-efficacy in self-care behaviors among diabetic patients referring to Yazd Diabetes Research Center. Journal of Birjand University of Medical Sciences 2009,15(4):91–100. [persian]Google Scholar
- Baghianimoghadam M, Hadavand Khani M, Mohammadi S, Fallahzade H, Khabir F: Status of walking behavior in patients with type 2 diabetes in Yazd based on health belief model. Tahghighat Nezame Salamat 2010,6(3):425–435. [persian]Google Scholar
- Shamsi M, Sharifirad G, Kachoyee A, Hassanzadeh A: The Effect of Educational Program Walking Based on Health Belief Model on Control Suger in Woman by Type 2 Diabetics. Iran J Endocrinol & Met 2010,11(5):490–499. [persian]Google Scholar
- Mardani Hamuleh M, Shahraki Vahed A, Piri A: Effects of Education Based on Health Belief Model on Dietary Adherence in Diabetic Patients. J Diabetes & Metab Disorder 2010, 9: 1–6.Google Scholar
- Sharifirad G, Entezari M, Kamran A, Azadbakht L: The effectiveness of nutritional education on the knowledge of diabetic patients using the health belief model. J Res Med Sci 2009,14(1):1–6.PubMed CentralPubMedGoogle Scholar
- Aghamolai T, EfteKhar H, Mohamad K: Application of health belief model in diabetic patients. Payesh 2006,4(4):263–269. [persain]Google Scholar
- Sharifirad G, Entezari M, Kamran A, Azadbakht L: Efficacy of nutrition education to diabetic patient: application of health beliefmodel. J Diabetes & Metab Disorder 2008, 7: 379–386.Google Scholar
- McGowan P: The Efficacy of Diabetes Patient Education and Self-Management Education in Type 2 Diabetes. Can J Diabets 2011,35(1):46–53. 10.1016/S1499-2671(11)51008-1View ArticleGoogle Scholar
- Heijden M, Pouwer F, Romeijnders AC, Pop V: Testing the effectiveness of a self-efficacy based exercise intervention for inactive people with type 2 diabetes mellitus: design of a controlled clinical trial. BMC Public Health 2012,12(331):1–8.Google Scholar
- Baljani E, Salimi S, Rahimi J, Amanpour E, Parkhashjou M, Sharifneja A, et al.: The effect of education on promoting self efficacy in patients with cardiovascular disease. Journal of Kermanshah University of Medical Sciences 2012,16(3):1–2. [Persian]Google Scholar
- Atak N, Gurkan T, Kose K: The effect of education on knowledge, self management behaviours and self efficacy of patients with type 2 diabetes. Aust J Adv Nurs 2008,26(2):66–74.Google Scholar
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