International Journal of Preventive Medicine

: 2020  |  Volume : 11  |  Issue : 1  |  Page : 198-

Determinants of the utilization of a noncommunicable disease screening service by white collar workers in Depok City, West Java Indonesia

Indah Jamiatun Hasanah, Ella Nurlaela Hadi, Kartika Anggun Dimar Setio 
 Department of Health Education and Behavioral Sciences, Faculty of Public Health, Universitas Indonesia, Indonesia

Correspondence Address:
Ella Nurlaela Hadi
Department of Health Education and Behavioral Sciences, Faculty of Public Health, Universitas Indonesia, D Building, 1st Floor, Kampus UI Depok, West Java 16424


Background: Noncommunicable disease (NCD) screening provides a means for early detection of chronic diseases, thereby reducing the risks posed by NCDs. In 2012, 56 million deaths were reported globally, 38 million of which were attributed to NCDs. In Indonesia, NCDs are a major cause of mortality. In Depok City, an NCD screening program among white collar employees has been in place since 2016. This study aimed to establish the determinants of NCD screening among workers at the Depok City Hall. Methods: The study used quantitative methods and a cross-sectional study design. It was conducted at Depok City Hall, Depok City, West Java, Indonesia. Data were collected using a self-reported questionnaire, which was pretested for validity and reliability. Data were analyzed using multiple logistic regressions. Results: Only 45.7% of workers had used the NCD screening service. Peer support (P < 0.01) and having pre-existing NCDs (P < 0.05) were the determinants of NCD screening among respondents. Peer support was the dominant factor associated with the utilization of NCD screening. After controlling for having NCDs, workers with adequate peer support had increased odds of uptake of NCD screening by more than two times (OR: 2.37, 95% CI: 1.29–4.37). Conclusions: Peer support is important in persuading workers to utilize NCD screening. Therefore, it is necessary to develop health promotion programs in the workplace and to empower peer educators to encourage their colleagues to undertake regular health screening.

How to cite this article:
Hasanah IJ, Hadi EN, Dimar Setio KA. Determinants of the utilization of a noncommunicable disease screening service by white collar workers in Depok City, West Java Indonesia.Int J Prev Med 2020;11:198-198

How to cite this URL:
Hasanah IJ, Hadi EN, Dimar Setio KA. Determinants of the utilization of a noncommunicable disease screening service by white collar workers in Depok City, West Java Indonesia. Int J Prev Med [serial online] 2020 [cited 2021 Jan 17 ];11:198-198
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Worldwide, including Indonesia, premature mortality due to four major categories of noncommunicable diseases (NCDs) is quite high. These four diseases are cardiovascular disease (CVD), cancer, chronic obstructive lung disease, and diabetes mellitus.[1] Indonesia ranks fifth in the world for incidence of diabetes, and lung cancer is the leading cause of death among Indonesian males.[2],[3] According to Indonesian Basic Health Research, the prevalence of diabetes mellitus in the working-age population increased from 5.7% in 2007 to 6.9% in 2013.[4] CVD has also undergone a significant increase, from 7.2% in 2007 to 29.4% in 2013.[4] According to the Indonesian Ministry of Health, in 2015, the prevalence of hypertension among the adult population in West Java was 29.4%.[5] In addition, among the productive-age population of West Java, two out of every 100 individuals have diabetes, and two out of every 1,000 individuals in the population aged 15 years and older have coronary heart disease.[5] With regard to strokes, West Java ranks 14th out of 26 provinces, with the highest prevalence of strokes recorded in Depok City in West Java.[5]

Although NCD screening provides an early means of chronic disease detection, such screening is rarely undertaken. Research has indicated that levels of awareness, treatment, and control of hypertension are particularly low in some developing countries.[6] Research in Sub-Saharan Africa found that only 27% of people with hypertension were aware of their hypertension status because of lack of early detection, only 18% received treatment and only 7% had control of their blood pressure.[7] Figures for developed countries are equally worrying. Research conducted in the United Kingdom found that only 43.7% of patients aged 32–74 years participate in NCD screening.[8] In Germany, only 28.9% of the population participated in NCD screening in 2010.[9] A study in Australia found that among individuals aged 45–49 years, only 30.3% took part in NCD screening.[7] In China, the utilization of NCD screening services is 45.9%,[10] and in Malaysia, only 41.9% of the male population aged 20–69 years participate in NCD screening.[11]

According to Andersen's model, individual characteristics related to the utilization of health services include predisposition, enablement, reinforcement, and needs.[12],[13],[14] Previous studies revealed that age, sex, peer support, perceived need, evaluated need, and attitude are related to an individual's willingness to take part in health screening.[9] Other research has found that married individuals are more likely to utilize screening services than unmarried people.[15] It has been found that those who do not utilize NCD screening services are less knowledgeable of the benefits of screening than those who use such services.[16] Research conducted in Africa demonstrates a significant relationship between family support and health screening utilization.[17]

Since 2016, an NCD screening program for white collar employees has been in place in their workplace's clinic while every employee has been scheduled at their work hours for one-time screening, but only 46% of workers have taken part in the program. The aim of this study was to ascertain the determinants of NCD screening uptake among white collar employees in Depok City.


Quantitative methods and a cross-sectional study design were used. The study was conducted from December 2017 to March 2018 in City Hall, Depok. Depok city is located in West Java Province and is a satellite city of Jakarta, the capital city of the Republic of Indonesia. Depok, with an area of 200.29 km2, had a population of 2,179,813 people in 2016, with a density of 10,883 people/km2. At 70.64%, the working-age population (aged 15–64 years) composes the largest proportion of Depok.[18]

The research population consisted of 1,507 white collar workers, employed in 21 local government departments, located in Depok City Hall. For the purposes of this research, white collar workers were defined as professional and semi-professional employees[19] who have been recorded as active full-time workers since 2016. Exclusion criteria included workers who were on leave, absent because of sickness at the time of the data collection, or pregnant at the time of the screening program. A required sample size of 350 was calculated, based on hypothesis testing of the difference of two proportions formula[20] at the 95% confidence level and with 80% power of test for each independent variable. The sample was then calculated to include at least 305 workers to anticipate incomplete questionnaires, and the sample size was increased to 350 workers.

The number of workers and their names were collected from 21 local government departments. The sample was then calculated proportionally, based on the number of workers in each department, and the sample was randomly chosen.

Data were collected using self-reported questionnaires that were pre-tested for validity and reliability.

Utilization of NCD screening was the dependent variable, and the independent variables consisted of (1) predisposing factors (age, gender, marital status, and knowledge of NCDs and NCD screening, and attitudes toward NCDs), (2) need factors (perceived symptoms and having NCDs); and (3) reinforcing factors (family support, peer support, and advice by a doctor). “Screened according to the guidelines” was used as the outcome, as all types of NCD exams were assessed, including weight, height, pulse, blood pressure, hemoglobin, glucose, and cholesterol at once. Perceived symptoms were measured using the question “Have you experienced any health problems in the past 12 months?” Subjects were also asked whether they had been diagnosed by a doctor with an NCD. Subjects were asked “During the past 12 months, has a doctor recommended that you have an NCD test?” Categorization of independent variables used the median value as the cut-off, since precise distribution was not possible. Age was categorized as adult (<45 years old) and pre-elderly (≥45 years old). Data were analyzed using a Chi-squared test and multiple logistic regressions, using SPSS software version 22.0 (IBM Corp., 2013, New York).


The analyzed results indicate that the utilization of NCD screening services by workers in Depok City Hall is 45.7%. Only 51.1% of workers have had a hemoglobin test, while 67.4% have participated in glucose and cholesterol tests. Controlling for independent variability, 68% of the workers were adult, 56% were female, and almost all (90.3%) were married. More than half (70.9%) of the respondents had high knowledge of NCDs and NCD screening, but 75.7% expressed a negative attitude toward NCD screening. Based on need factors, only 30.9% of workers had perceived symptoms and 32.6% of workers had been diagnosed with an NCD. Meanwhile, with respect to family and peer support variables, 82.3% and 82.9% of the workers had adequate levels of support, respectively, and 87.1% of workers had been advised by a doctor to get screened [Table 1]. Based on bivariate analysis, 5 of 10 independent variables are candidates for multivariable analaysis [Table 2].{Table 1}{Table 2}

A multivariable analysis observed that peer support (P < 0.01) and having a pre-existing NCD (P < 0.05) were determinants of utilization of NCD screening and peer support was the dominant factor related to the utilization of NCD screening. Workers with adequate peer support more than doubled the odds of undertaking NCD screening (OR: 2.37, 95% CI: 1.29-4.37) [Table 3].{Table 3}


The utilization of NCD screening by workers at Depok City Hall was at 45.7%. Peer support and having an NCD are significantly associated with utilization of NCD screening. This result was controlled by a multivariable analysis using logistic regression to minimize confounding bias. In addition, since the sample was calculated proportionally across each local government department and randomly chosen, this result represents the study population. The results of this research are in line with the findings from other developing countries, such as China (45.9%)[10] and Malaysia (41.9%).[11] A possible explanation for this finding is that white collar workers do not have appropriate knowledge about NCD screening guidelines, especially about complete types of NCD tests. Therefore, socialization regarding NCD screening guidelines should be considered when advising workers to participate in NCD screening. In addition, tight work schedules may present a barrier to participation in NCD screening. If workers are given the ability to take time off work, they are more likely to uptake screening.[21]

Previous research has suggested that social support promotes the uptake of early detection measures.[21],[22],[23] This is supported by the findings of this research. Work colleagues at Depok City Hall can facilitate the uptake of screening services by, for instance, filling in for their co-workers when these co-workers take time off to undergo NCD screening. Additionally, the prospect of not being alone after receiving a diagnosis could reduce worriedness about participating in a medical check-up.[9]

Existing chronic conditions represent a potential need for healthcare use. This study demonstrates that having an NCD is related to utilization of NCD screening services. Workers who had been previously diagnosed with an NCD increased the odds of utilizing screening services by 1.7 times, compared to their colleagues who did not have pre-existing NCDs, after controlling for peer support. This indicates that workers who are worried about their health are more likely to utilize free screening services. In addition, workers who take part in NCD screening may have the wisdom to compare the results of previous examinations with those obtained from a workplace NCD screening. These findings are comparable to other studies that have found that patients with chronic illness are more likely to use health services.[9],[10],[24],[25] This suggests that chronic diseases play a critical role in increasing health service utilization by promoting more positive personal perceptions.

Knowledge is an important driving factor in behavioral change.[10] This research found that knowledge is unrelated to the utilization of NCD screening services. Although workers had good knowledge about the benefit of NCD screening, they did not know how many NCD tests they had to take. Therefore, it is necessary that NCD screening guidelines are more widely disseminated.[26]

This study found the same level of utilization of NCD screening among the adult group and the pre-elderly group, although some workers who had already been informed by doctors that they had NCDs failed to utilize NCD screening. This result is consistent with those of previous studies[26] and may be caused by lack of time, as has been found in other research.[21]

No difference was found between male and female utilization of NCD screening. Previous research has found that both male and female workers believe they are in good health and thus have no use for NCD screening.[26],[27] A person who feels healthy, free of pain, and with no obvious signs of disease is less likely to seek out preventive healthcare services such as screening.[28]

Attitude is a determinant of individual health behaviors.[12] Many workers had a negative attitude toward NCD screening and thus did not take part in the complete NCD screening test. The findings of this study indicate that approximately half of the workers in Depok City Hall perceive that screening tests do not need to be routinely carried out, and they will only undertake screening if they have free time. Similar findings from previous research indicate that people who fear pain or embarrassment will not use screening services.[29]

The limitations of this cross-sectional study should be considered. Because of the cross-sectional nature of the study, associations, but not causal relationships, could be determined. Recall bias may have been present as respondents recalled their experiences of utilizing NCD screening in their workplace almost two years earlier. However, this bias was minimized by contrasting respondents' answers with District Health Office's technical report of NCD screening program. In addition, since the respondents knew the research was conducted by health scientists, the socially desirable effect may have been raised, especially with regard to utilizing NCD screening.

In conclusion, providing access to free-of-charge NCD screening in the workplace is not enough to ensure the uptake of such screening. NCD screening should be accompanied by a health education program to increase employees' awareness of the need for screening and to increase knowledge of NCD screening test guidelines. To increase utilization rates, workers who take part in routine annual screening and who have been declared healthy by local health departments following completion of the screening program could be rewarded.


Authors would like to express gratitude to The Directorate of Research and Community Engagement of Universitas Indonesia for funding support.

Ethical clearance

The study was approved by the Research and Community Engagement Ethics Committee Faculty of Public Health, University of Indonesia (Certificate number: 625/UN2.F10/PPM.00.02/2017).

Financial support and sponsorship

The Directorate of Research and Community Engagement of Universitas Indonesia through Hibah Publikasi Internasional Terindeks untuk Tugas Akhir Mahasiswa (PITTA, International Publication Grant for Final Student Assignment) 2018.

Conflicts of interest

There are no conflicts of interest.


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