Literature DB >> 29026474

Using Growth Mixture Modeling for Clustering Asian and North African Countries on the Road Injury Death Trend (1990-2010).

Maryam Salari1, Anoshirvan Kazemnejad1, Farid Zayeri2.   

Abstract

OBJECTIVES: The physical injuries and financial implications as a result of road accidents have serious economic, cultural, and social effects. We conducted this study to determine any changes in the trend of road-accident-related deaths in Asian and North African countries from 1990 to 2010.
METHODS: The current study was carried out using data from the Global Burden of Disease database. First, the process was assessed using the growth curve divided into six regions. Moreover, the classification was done based on the death rate using growth mixed modeling.
RESULTS: The road injury death trend for men had more variations than women. Classification of these countries based on mortality using the latent growth mixture model resulted in more homogeneous classes according to trend in road fatalities. Disregarding gender and sex, there were four optimal classes. The first three classes had a decreasing trend with the third class having the greatest decreasing trend. South Korea and Taiwan were in this group. Afghanistan, Indonesia, Thailand, Iran, the UAE, Saudi Arabia, and Oman lay in group 4 and had an increasing trend in road injury deaths.
CONCLUSIONS: Successful interventions that developed countries have used to avoid casualties of road injuries could be used in developing countries. These include passing laws making the use of seatbelts and child seats compulsory and determining appropriate speed limits.

Entities:  

Keywords:  Developing Countries; Growth Mixture Model; Latent Growth Curve; Traffic Accidents; Trajectory

Year:  2017        PMID: 29026474      PMCID: PMC5632695          DOI: 10.5001/omj.2017.78

Source DB:  PubMed          Journal:  Oman Med J        ISSN: 1999-768X


  8 in total

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Journal:  Inj Control Saf Promot       Date:  2003 Mar-Jun

2.  The state of health in the Arab world, 1990-2010: an analysis of the burden of diseases, injuries, and risk factors.

Authors:  Ali H Mokdad; Sara Jaber; Muna I Abdel Aziz; Fadia AlBuhairan; Abduljabbar AlGhaithi; Nawal M AlHamad; Suad N Al-Hooti; Adel Al-Jasari; Mohammad A AlMazroa; Ahmed Mohamed AlQasmi; Shirina Alsowaidi; Majed Asad; Charles Atkinson; Alaa Badawi; Talal Bakfalouni; AbdelAziz Barkia; Stan Biryukov; Charbel El Bcheraoui; Farah Daoud; Mohammad Hossein Forouzanfar; Diego Gonzalez-Medina; Randah R Hamadeh; Mohamed Hsairi; Seifeddin Saleh Hussein; Nadim Karam; Shams Eldin Ali Hassan Khalifa; Tawfik A M Khoja; Faris Lami; Katherine Leach-Kemon; Ziad A Memish; Ali A Mokdad; Mohsen Naghavi; Jamal Nasher; M Bassam Hijawi Qasem; Mohammad Shuaib; Al Anoud M Al Thani; Mohamed H Al Thani; Mohammed Zamakhshary; Alan D Lopez; Christopher J L Murray
Journal:  Lancet       Date:  2014-01-20       Impact factor: 79.321

3.  Clustering asian and north african countries according to trend of colon and rectum cancer mortality rates: an application of growth mixture models.

Authors:  Farid Zayeri; Ali Sheidaei; Anita Mansouri
Journal:  Asian Pac J Cancer Prev       Date:  2015

4.  Review of global menace of road accidents with special reference to malaysia- a social perspective.

Authors:  Abdul Kareem
Journal:  Malays J Med Sci       Date:  2003-07

5.  The World Oral Health Report 2003: continuous improvement of oral health in the 21st century--the approach of the WHO Global Oral Health Programme.

Authors:  Poul Erik Petersen
Journal:  Community Dent Oral Epidemiol       Date:  2003-12       Impact factor: 3.383

Review 6.  Road safety and road traffic accidents in Saudi Arabia. A systematic review of existing evidence.

Authors:  Farah A Mansuri; Abdulmohsen H Al-Zalabani; Marwa M Zalat; Reem I Qabshawi
Journal:  Saudi Med J       Date:  2015-04       Impact factor: 1.484

7.  Epidemiology of traffic crash mortality in west of Iran in a 9 year period.

Authors:  Behrooz Hamzeh; Farid Najafi; Behzad Karamimatin; Tuoraj Ahmadijouybari; Aresh Salari; Mehdi Moradinazar
Journal:  Chin J Traumatol       Date:  2016-04-01

8.  Factors associated with road traffic injuries in Tanzania.

Authors:  Respicious Boniface; Lawrence Museru; Othman Kiloloma; Victoria Munthali
Journal:  Pan Afr Med J       Date:  2016-02-19
  8 in total
  3 in total

1.  Modeling trend changes in percent of under five-year-old children with malnutrition amongst 39 Asian countries from 1987 to 2016 via growth mixture model.

Authors:  Parisa Keshani; Hadi Raeisi Shahraki
Journal:  BMC Nutr       Date:  2022-04-29

2.  Identifying developmental trajectories of worldwide road traffic accident death rates using a latent growth mixture modeling approach.

Authors:  Masoud Salehi; Tofigh Mobaderi; Mohammadreza Mehmandar; Afsaneh Dehnad
Journal:  PLoS One       Date:  2019-02-20       Impact factor: 3.240

3.  Impact of Medical Conditions and Medications on Road Traffic Safety.

Authors:  Havagiray R Chitme; Ammar Al-Kashmiri; Hosn Mohammed Al-Thehli; Manal Juma Al-Qanoobi; Marwa Mohammed Al-Mushefri; Jayalakshmi Venuvgopal
Journal:  Oman Med J       Date:  2018-07
  3 in total

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