scholarly journals Korelasi Luaran dengan Ketebalan dan Lokasi Perdarahan Subaraknoid pada Pasien Cedera Kepala di RSUD Arifin Achmad

2017 ◽  
Vol 10 (2) ◽  
pp. 92
Author(s):  
Andrea Valentino
Keyword(s):  
Head Injury ◽  
Multivariable Analysis ◽  
P Value ◽  
Chi Square ◽  
Case Research ◽  
Regression Test ◽  
Chi Square Test ◽  
Injury Patient ◽  
A Prospective Study ◽  
Logistic Regression Test

Subarachnoid hemorrhage (SAH)in head injury is a very common case. Research showed that 33% moderate andsevere head injury patients had SAH during initial CT scan. A prospective study was performed on 37 head injurypatients with SAH which had been treated in Arifin Achmad Hospital during January to June 2014 period. Bivariableanalysis that was used in this research was an unpaired categorical analytic statistical test, the chi square test. Meanwhile,multivariable analysis used was multiple logistic regression test. Significance was determined based on p value,which was d”0.05, and confidence interval (CI) of 95%. There were unfavourable outcome upon head injury patientswith SAH of >5mm thickness (p=0,028) and located at cerebral hemisphere and basal cistern (p=0,001). Thicknessand SAH location was found to be associated with head injury patient outcome. SAH thickness of > 5mm againstoutcome had a stronger association than location as a factor.

scholarly journals Factors Associated with 0-28 Day Neonatal Mortality in Central Aceh Regency in 2020

2021 ◽  
Vol 2 (2) ◽  
pp. 38-49
Author(s):  
Asriwati Amirah ◽  
Thomson P Nadapdap ◽  
Suryani Suryani
Keyword(s):  
Logistic Regression ◽  
Neonatal Mortality ◽  
Maternal Age ◽  
P Value ◽  
Multiple Logistic Regression ◽  
Chi Square ◽  
Factors Associated ◽  
Regression Test ◽  
Chi Square Test ◽  
Logistic Regression Test

This study aims to determine the factors associated with neonatal mortality 0-28 days in Central Aceh District in 2020. This research is a quantitative study with a case control research design and uses a retrospective approach. The study population was all mothers giving birth whose babies died at the age of 0-28 days from January to December 2020. The sample in this study was 120 respondents consisting of 60 cases and 60 controls. The sampling technique used was total sampling. Data analysis using chi square test and multiple logistic regression test. The results of the bivariate analysis using the chi square test showed that there were 2 variables that were significantly related to neonatal mortality, namely the maternal age variable with p value = 0.012 and the pregnancy examination variable with p value = 0.047. The results of multivariate analysis with multiple logistic regression test showed that there were 3 variables that influenced neonatal mortality, namely the maternal age variable with a p value of 0.001, the birth spacing variable with a p value of 0.018 and the pregnancy examination variable with a p value of 0.018, while the most dominant variable affecting the incidence of death Neonatal age is the variable of maternal age with an OR value of 4.397.

scholarly journals Analyze of House Conditions and The Rat Existence Affected to The Leptospirosis Cases in Klaten District

2016 ◽  
Vol 8 (1) ◽  
pp. 1
Author(s):  
Nisa Azza Katulistiwa ◽  
Kusuma Scorpia Lestari
Keyword(s):  
Control Design ◽  
Case Control ◽  
Bivariate Analysis ◽  
P Value ◽  
Housing Conditions ◽  
Chi Square ◽  
Independent Variables ◽  
Regression Test ◽  
Chi Square Test ◽  
Logistic Regression Test

Abstract: In Klaten district,  leptospirosis cases raised  up  during  6 years (2006–2013), except in 2012.  The  healthy houses coverage raised up as well, although some houses still had not met healthy house criteria. The aim of this study was to analyze of house conditions and the rat exsistence affected to the leptospirosis cases in Klaten district. This study was observational analytic study used case control design. This study  was conducted on November, 2013–June, 2014 by using questionnaire, interview, and observation. The sample was 60 respondents with 30 cases and 30 controls. The independent variables  were the house conditions, house components, sanitation facilities, behavior,  and rat existence in the  house. Bivariate analysis  used chi square  test,  the  result showed that the  house conditions (p value  =  0.009 OR = 6.882), behavior  (p value = 0.017 OR = 6.000), and the rat existence in the house (p value = 0.030 OR = 10.545) were related to the leptospirosis cases. Multivariate analysis  used logistic regression test, the result showed unhealthy house conditions was the dominant risk factors that affect to the leptospirosis cases with value of probability about 74,6% and  two-fold  higher  risk compared with healthy house conditions. The suggestion for community in Klaten District is attempting to improve  the environmental house health by having a clean  and healthy living, such as always to put the garbage away to the waterproof  and closed bins and to put the garbage away regularly from house in the evening to prevent  rats go into house.Keywords: housing conditions, rat, unhealthy houses, leptospirosis

scholarly journals Hubungan Antara Status Gizi Dan Kebiasaan Berolahraga Dengan Nilai Volume Oksigen Maksimal (VO2 Max) Pada Siswa Laki - Laki SMP Negeri Di Temanggung Selama Pandemi Covid-19

2021 ◽  
Vol 4 (4) ◽  
pp. 30
Author(s):  
Irvan Dwi Cahyono ◽  
Tri Agustina ◽  
Sri Wahyu Basuki ◽  
Budi Hernawan
Keyword(s):  
Nutritional Status ◽  
Male Students ◽  
P Value ◽  
Vo2 Max ◽  
Chi Square ◽  
Exercise Habits ◽  
Regression Test ◽  
Chi Square Test ◽  
Negative Impacts ◽  
Logistic Regression Test

The negative impacts of the Covid-19 pandemic include anxiety, stress, reduced appetite, boredom, and physical fitnessproblems. These conditions certainly affect the nutritional status and also the cardiorespiratory fitness of a person. InIndonesia, at least 15 out of 1000 people, or around 2,784,064 individuals suffer from heart disease. In Central JavaProvince, 0.61% of them are children aged 5-14 years old (Riskesdas, 2018). The VO2 Max value is a method formeasuring cardio respiration that can be used to determine which children are at risk of suffering from cardiovasculardisease. The VO2 Max value is influenced by several factors, including nutritional status and exercise habits. Thisstudy aimed to find out the correlation between nutritional status and exercise habits and the value of maximum oxygenvolume (VO2 Max) in male students at SMP Negeri in Temanggung during the Covid-19 pandemic. This was adescriptive-analytic study with across-sectional design. The sampling was done using the purposive sampling methodon 57 samples at SMP Negeri 1 Kaloran. It used Chi-square test for nutritional status variable with p value = 0.000 andexercise habits with p value = 0.001. The logistic regression test was used for each p-value with the nutritional statusOR value of 6.640 and the exercise habit OR value of 4.807 and with R Square value of 0.38 or 38%. There was acorrelation between nutritional status and exercise habits and the value of maximum oxygen volume (VO2 Max) inmale students at SMP Negeri in Temanggung during the Covid-19 pandemic.

scholarly journals Analysis the different of knowledge and history consumed fastfood junk food between mother breast cancer first stadium and last stadium at RSUD Dr Kanudjoso Djatiwibowo Balikpapan 2016

2020 ◽  
Vol 4 (3) ◽  
pp. 70
Author(s):  
Sri Hazanah ◽  
Rus Andraini
Keyword(s):  
Breast Cancer ◽  
Fast Food ◽  
P Value ◽  
Junk Food ◽  
Chi Square ◽  
Regression Test ◽  
Sample Technique ◽  
Chi Square Test ◽  
Prevention Of Breast Cancer ◽  
Logistic Regression Test

Breast cancer is a malignant and deadly disease for women. The high number deaths causes by breast cancer comes second after cerucal cancer, some of the risk factors of breast cancer are fast food or junk food and the lack of knowledge of the symptoms. The purpose of this study was to analyze the different of knowledge and history consumed fast food junk food between mother breast cancer first stadium and last stadium at Dr Kanudjoso Djatiwibowo Hospital, Balikpapan. The approach of this research was restrospective. The respondents consisted of 45 people individuals by using accidental sample technique. The data were obtained using questionniare, then analyzed using Chi square test and logistic regression test. The result with minimum knowledge were 25 (55.6%), who consumed fast food were 34 (75.6%), also there was a correlation between knowledge and breast cancer with p-value of 0.006. Based on the regression test, there was correlation between knowledge and breast cancer, with p-value of 0.04; while the p-value of the correlation between fast food and breast cancer was 0.264. The conclusion that the dominant factors of breast cancer was knowledge. There fore, health professionals, the agencies to give a socialization, giving information about breast health, to consume healthy food for our body as prevention of breast cancer. Keywords: knowledge; breast cancer

scholarly journals Riwayat Berat Badan Lahir dengan Kejadian Stunting pada Anak Usia Bawah Dua Tahun

2015 ◽  
Vol 10 (2) ◽  
pp. 67 ◽  
Author(s):  
Atikah Rahayu ◽  
Fahrini Yulidasari ◽  
Andini Octaviana Putri ◽  
Fauzie Rahman
Keyword(s):  
Data Analysis ◽  
Low Birthweight ◽  
Bivariate Analysis ◽  
P Value ◽  
Chi Square ◽  
Bivariate Data ◽  
Chi Square Test ◽  
Potential Factors ◽  
Logistic Regression Test ◽  
Bivariate Data Analysis

AbstrakKabupaten Hulu Sungai Utara masih dihadapkan dengan permasalahan gizi pada anak bawah dua tahun (baduta). Salah satu masalah gizi hinggasaat ini adalah stunting. Anak dengan riwayat berat badan lahir rendah (BBLR) merupakan salah satu faktor yang potensial memengaruhi pertumbuhan anak. Penelitian ini bertujuan untuk mengkaji risiko riwayat berat badan lahir dengan kejadian stunting pada anak baduta. Desain penelitian adalah potong lintang. Populasi penelitian ini merupakan ibu-ibu yang memiliki anak baduta dan besar sampel sejumlah 117 terdiri dari anak baduta. Pelaksanaan penelitian dilakukan selama tiga bulan pada bulan September – November 2014. Kategori BBLR jika riwayat berat badan lahir < 2.500 gram. Analisis data bivariat menggunakan uji kai kuadrat dan data multivariat menggunakan uji regresi logistik. Hasil analisis bivariat menunjukkan bahwa terdapat hubungan yang signifikan antara riwayat status BBLR (nilai p = 0,015) dengan stunting pada anak baduta. Berdasarkan hasil analisis multivariat, diperoleh bahwa BBLR merupakan faktor risiko yang paling dominan berhubungan dengan kejadian stunting. Anak dengan BBLR memiliki risiko 5,87 kali untuk mengalami stunting. Riwayat BBLR memiliki peranan penting dalam kejadian stunting anak baduta di wilayah Puskesmas Sungai Karias, Hulu Sungai Utara.AbstractNorth Hulu Sungai District is still facing nutrition problems among childrenunder two years old. One of nutrition problems up to now is stunting. Childwith low birthweight (LBW) record is one of potential factors influencing thegrowth of a child. This study aimed to assess any risk of LBW records withstunting incidence among children under two years old. This study usedcross-sectional design. The population was mothers having children under two years old and samples amounted to 117 consisted of children under two years old. This study was conducted within three months on September – November 2014. Category of LBW was if birth weight records < 2,500 gram. Bivariate data analysis used chi-square test and multivariate data analysis used logistic regression test. The result of bivariate analysis showed a significant relation between LBW status records (p value = 0.015) with stunting incidence among children under two years old. Based on the result of multivariate analysis, LBW was the most dominating risk factor related to stunting incidence. Children with LBW had 5.87 times risk of suffering from stunting. LBW records take an important role in stunting incidence among children under two years old around Sungai Karias Primary Health Care area in North Hulu Sungai.

scholarly journals Faktor-Faktor Promosi Kenaikan Jabatan, Efektifitas Pembagian Tugas dan Keadilan Pembagian Insentif Yang Mempengaruhi Kepuasan Kerja Terhadap Pegawai Dinas Kesehatan Provinsi Jambi Tahun 2016

2016 ◽  
Vol 4 (3) ◽  
pp. 177-186
Author(s):  
Ayu Aztuty Tanjung ◽  
Sudiro Sudiro ◽  
Sutopo Patria Jati
Keyword(s):  
Financial Incentive ◽  
Work Satisfaction ◽  
Chi Square ◽  
Cross Sectional ◽  
Significant Relationships ◽  
Regression Test ◽  
Chi Square Test ◽  
Promotion Effectiveness ◽  
Logistic Regression Test ◽  
Improve Health

To improve health development in Jambi Province, it needs to be supported by qualified human resource that can improve performance of employees. The decrease in performance might be caused by no work satisfaction among them. One of the problems faced by Health Office of Jambi Province was decreasing a level of work satisfaction among employees from time to time. Promotion, equity in sharing either financial or non-financial incentive, and sharing tasks equally needed to be done in order improve their work satisfaction. The aim of this study was to figure out the influence of promotion, effectiveness in sharing tasks, and equity in sharing incentive towards work satisfaction of employees at the Health Office of Jambi Province. This was an observational study using cross-sectional approach. Number of population was 277 employees of the Health Office of Jambi Province. Meanwhile, number of samples was 74 persons. Data were collected using a questionnaire and analysed quantitatively using methods of univariate, bivariate (a Chi Square test), and multivariate (a Logistic Regression test). The results of this research showed that more than half of the respondents were satisfied (56.8%), had perception of balanced promotion (50%), had good effectiveness in sharing tasks (55.4%), and felt equal in sharing incentive (51.4%). There were any significant relationships between these three variables and work satisfaction of the employees. The results of multivariate analysis demonstrated that variables of promotion (p=0.015) and equity in sharing incentive (p=0.151) jointly influenced work satisfaction of the employees. As suggestions, employees need to pay more attention to the factors of promotion, effectiveness in sharing tasks, and equity in sharing incentive.

scholarly journals Faktor yang Mempengaruhi Kecemasan pada Tenaga Kesehatan Dalam Upaya Pencegahan Covid-19

2020 ◽  
Vol 6 (1) ◽  
Author(s):  
Fadli Fadli ◽  
Safruddin Safruddin ◽  
Andi Sastria Ahmad ◽  
Sumbara Sumbara ◽  
Rohandi Baharuddin
Keyword(s):  
Personal Protective Equipment ◽  
Health Workers ◽  
P Value ◽  
Protective Equipment ◽  
Family Status ◽  
Chi Square ◽  
Cross Sectional ◽  
Regression Test ◽  
Logistic Regression Test ◽  
Cluster Random Sampling

ABSTRAKTenaga kesehatan dalam melaksanakan tugas sebagai garda terdepan penanganan, pencegahan, dan perawatan pasien Covid-19 mengalami kecemasan karena disebabkan oleh beberapa faktor, salah satunya adalah ketersediaan alat pelindung diri. Penelitian ini dilakukan untuk mengetahui faktor-faktor yang paling mempengaruhi kecemasan petugas kesehatan dalam pencegahan Covid-19. Penelitian kuantitatif mengunakan metode obsevasional analitik dengan rancangan cross-sectional ini dilakukan di tiga Rumah Sakit dan  sembilan Layanan Kesehatan pada bulan April 2020. Penentuan teknik pengambilan sampel menggunakan cluster random sampling dengan jumlah sampel 115 reponden. Uji pearson chi-square dilakukan untuk menilai hubungan antara kecemasan dan usia, jenis kelamin, status keluarga, kejujuran pasien, ketersediaan peralatan perlindungan pribadi, dan pengetahuan. Masing-masing variabel independen dievaluasi menggunakan analisis uji regresi logistik untuk menetukan variabel yang paling berpengaruh. Hasil penelitian ini menunjukkan bahwa ada pengaruh usia (p=0.024); status keluarga (p=0.022); kejujuran pasien (p=0.034); ketersediaan alat pelindung diri (0.014); pengetahuan (p=0.030) terhadap kecemasan petugas. Dari hasil uji regresi logistik menunjukkan variabel ketersediaan alat pelindung diri yang paling berpengaruh terhadap kecemasan (r=0.517;CI=1.34-8.06), yang artinya ketersediaan alat pelindung memilliki pengaruh 51.7% terhadap kecemasan petugas kesehatan dalam upaya pencegahan Covid-19. Oleh karena itu, pemerintah harus memberikan perhatian yang sangat besar kepada petugas kesehatan yang berada digarda terdepan dalam pencegahan covid-19 terkait masalah kebutuhan alat pelindung diri sesuai protokol dari WHO. ABSTRACTHealth workers in carrying out their duties as the frontliners in handling, preventing and caring of COVID-19 patients experience anxiety caused by several factors and one of them is the availability of personal protective equipment (PPE). This study is conducted to determine some factors that mostly influence the anxiety of health workers in preventing of Covid-19. Quantitative research is used by analytical obsevational methods with cross-sectional design and is conducted in three Hospitals and nine Health Services in April 2020. Sampling techniques used cluster random sampling (n=115. Person          chi-square tests are conducted to assess the relationship between anxiety and age, family status, availability of personal protective equipment, and knowledge. Independent variable is evaluated using logistic regression test analysis to determine the most influential variable. The results of this study indicate that there are influences of age (p-value=0.024); family status (p-value=0.022); patient honesty (p-value=0.034); the availability of personal protective equipment (p-value=0.014); knowledge (p-value=0.030) on staffs’ anxiety. The logistic regression test result clarifies that the availability of personal protective equipment is the most influential on anxiety (r=0.517; CI=1.34-8.06), which means the availability of protective devices has a 51.7% influence on the anxiety of health workers in preventing of Covid-19. Therefore, the government must pay great attention to health workers who are at the frontliners in preventing covid-19 related to the problem of personal needs for personal protective equipment based on the protocol from WHO.

scholarly journals ASSOCIATION BETWEEN EMOTIONAL DEVELOPMENT AND BULLYING BEHAVIOR IN CHILDREN AT THE ELEMENTARY SCHOOL NO 7, BANYUASIN, PRAJIN, PALEMBANG

2017 ◽  
Vol 3 (5) ◽  
pp. 585-594
Author(s):  
Sri Tirtayanti ◽  
Intansari Nurjannah ◽  
Lely Lusmilasari
Keyword(s):  
Elementary School ◽  
Logistic Regression ◽  
Peer Influence ◽  
Emotional Development ◽  
School Bullying ◽  
Chi Square ◽  
Regression Test ◽  
Chi Square Test ◽  
Bullying Behavior ◽  
Logistic Regression Test

Background: Bullying is a form of repetitive persecution both on physical and emotional aggressions and potentially causing mental and physical disorders on perpetrators and victims. There are various factors that may affect a child to behave as bullies. These are important factors to be identified as one of prevention effort to stop bullying behavior on children. Objective: This research aims to identify the association between emotional development and bullying behavior in children at the Elementary School No 7, Banyuasin Prajin, Palembang.Methods: This was a correlation descriptive using a cross sectional design. This research has been conducted on November 21, until December 1, 2016 involving 85 children as respondents. The instruments used for this research were Bar-On Emotional Quotient Inventory: Youth Version, school-bullying questionnaire, parenting style questionnaire and peer influence questionnaire. Chi-square test was used for bivariate data analysis and logistic regression test for multivariate analysis.Results: Results from chi-square test showed a significant association between emotional developments and parenting with bullying behavior (ρ<0,05), but no significant correlation between peer influence and bullying behavior (ρ>0,05). Logistic regression test showed a significant relationship between parenting and bullying behavior (OR) 4,655 (95% CI: 1,292-16,774), which indicated that the uninvolved parenting potentially makes bullying behavior have a chance to increase 4,655 times higher.Conclusion: There is a significant association between emotional development and parenting with children bullying behavior.

scholarly journals Analisis Faktor-Faktor yang Memengaruhi Kualitas Hidup Penderita Talasemia Anak di RSUD Al-Ihsan Kabupaten Bandung Tahun 2019

2020 ◽  
Vol 2 (2) ◽  
Author(s):  
Jamaluddin Kamil ◽  
Tito Gunantara ◽  
Yani Dewi Suryani
Keyword(s):  
Quality Of Life ◽  
Logistic Regression ◽  
Social Function ◽  
Dominant Factor ◽  
Multiple Logistic Regression ◽  
Chi Square ◽  
Regression Test ◽  
Chi Square Test ◽  
Logistic Regression Test

Talasemia merupakan penyakit genetik dan kronis yang dapat menyebabkan anemia berat sehingga mengganggu kualitas hidup. Penelitian ini bertujuan untuk mengetahui gambaran dan faktor apa saja yang memengaruhi kualitas hidup penderita talasemia anak di RSUD Al- Ihsan Kabupaten Bandung tahun 2019. Subjek penelitian adalah pasien talasemia anak di RSUD Al-Ihsan Kabupaten Bandung yang memenuhi kriteria inklusi. Data diambil menggunakan teknik total sampling dengan jumlah subjek 65 orang. Desain penelitian bersifat analitik dengan rancangan potong lintang. Penelitian menggunakan alat berupa kuesioner pediatric quality of life (PedsQL) yang berisi 23 pertanyaan. Hasil analisis univariat didapatkan kualitas hidup total subjek penelitian adalah buruk dengan rerata skor 68,9. Fungsi fisik, emosi, dan sekolah buruk dengan nilai rerata skor <80. Analisis bivariat dengan chi square test didapatkan hubungan bermakna antara faktor-faktor dengan kualitas hidup dengan nilai p≤0,05. Analisis multivariat dengan multiple logistic regression test didapatkan faktor yang paling dominan memengaruhi kualitas hidup yaitu fungsi sosial dengan koefisien beta 1,823 dan nilai p=0,039. Simpulan, rerata kualitas hidup penderita talasemia anak di RSUD Al-Ihsan Kabupaten Bandung adalah buruk. Fungsi yang terganggu yaitu fungsi fisik, emosi, dan sekolah. Faktor yang paling dominan memengaruhi kualitas hidup dengan nilai tertinggi yaitu fungsi sosial. ANALYSIS OF FACTORS THAT INFLUENCE THE QUALITY OF LIFE OF CHILDREN WITH THALASSEMIA IN RSUD AL-IHSAN BANDUNG IN 2019Thalassemia is a genetic and chronic disease that can cause severe anemia that disrupts the quality of life. The purpose of this study was to determine the description and factors that influence the quality of life of children with thalassemia in RSUD Al-Ihsan Bandung in 2019. The subjects were pediatric thalassemia patients in RSUD Al-Ihsan Bandung who met the inclusion criteria. Data were taken using a total sampling technique with a total 65 subjects. This study design was analytic with cross sectional design. This study used a tool of a Pediatric Quality of Life (PedsQL) questionnaire containing 23 questions. Univariate analysis results found that the total quality of life of the study subjects was poor with a mean score of 68.9. Physical, emotional, and school functions were poor with an average score of <80. Bivariate analysis with chi square test found a significant relationship between factors with quality of life with a p value ≤0.05. Multivariate analysis with multiple logistic regression test found that the most dominant factor affecting the quality of life was social function with a beta coefficient of 1.823 (p=0.039). Conclusions, the average quality of life of children with thalassemia in RSUD Al-Ihsan in Bandung is poor. Functions that are disrupted are physical, emotional, and school functions. The most dominant factor influencing the quality of life with the highest value is social function.

Comparative Study of Organizational Measures on Helmet Use Rate in Trang Hospital Personnel

2021 ◽  
Vol 104 (2) ◽  
pp. 247-251
Keyword(s):  
Video Camera ◽  
P Value ◽  
Policy Measure ◽  
Chi Square ◽  
Helmet Use ◽  
Before And After ◽  
Chi Square Test ◽  
Policy Measures ◽  
The Mean ◽  
A Prospective Study

Objective: To compare the efficacy of organizational measures on helmet use rate of the motorcycle driver and rider in Trang Hospital. Materials and Methods: The present study was a prospective study comparing the helmet use rate before and after the measures including helmet policy, supportive and incentive organizational measure, and penalizing organizational measure. The personnel of Trang Hospital included 1,441 people. There were 637 drive-only personnel, 143 ride-only personnel and 443 drive-ride personnel. The helmet use rate was collected at the front gate of the hospital by closed circuit video camera monitoring during 07:00 am to 08:30 am every day for one week before and after the various measures. The mean helmet use rates were compared by the chi-square test was considered significant at the p value of less than 0.05. Results: The increased rate of helmet use in driver after the supportive and incentive organizational measure and the penalizing organizational measure compared to the helmet use rate before the policy measures were statistically significant (p<0.001). Unlike the increased rate of helmet use in driver and rider after the policy measure compared to the helmet use rate before the policy measure were not statistically significant (p=0.220, 0.470, consecutively). The increased helmet use of the rider after the penalizing organizational measure was statistically significant when compared to the helmet use rate before the policy (p<0.001), and the supportive and incentive measure (p=0.019). However, the increased rate of helmet use in driver after the penalizing organizational measure compared to the helmet use rate after the supportive and incentive organizational measure were not statistically significant (p=0.990). Conclusion: Only the policy measure has not significantly increased the rate of helmet use in both drivers and riders. The supportive and incentive organizational measure have significantly increased the helmet use rate in the drivers, but not significantly increased the rate of helmet use in the riders. However, the penalizing organizational measure has significantly increased the rate of helmet use in the riders, but not significantly increased the rate of helmet use in the drivers. Keywords: Helmet implementation, Organizational measure, Head injury prevention, Motorcycle accident, Helmet use rate

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