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Identifying psychological and socio-economic factors affecting motorcycle helmet use
•We modeled helmet use based on interviews in motorcycle repair-shops.•Discrete choice modeling was able to predict helmet use an inconsistent behavior.•Despite of high rate of helmet ownership, helmet use rate is low in Mashhad.•Norms, tendency to use a helmet and risky traffic behavior affect helm...
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Published in: | Accident analysis and prevention 2015-12, Vol.85, p.102-110 |
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creator | Haqverdi, Mahdi Quchaniyan Seyedabrishami, Seyedehsan Groeger, John A. |
description | •We modeled helmet use based on interviews in motorcycle repair-shops.•Discrete choice modeling was able to predict helmet use an inconsistent behavior.•Despite of high rate of helmet ownership, helmet use rate is low in Mashhad.•Norms, tendency to use a helmet and risky traffic behavior affect helmet use.•Perception of enforcement on helmet use does not reliably affect helmet use.
Sixty percent of motorcyclist fatalities in traffic accidents of Iran are due to head injuries, but helmet use is low, despite it being a legal requirement. This study used face-to-face interviews to investigate the factors associated with helmet use among motorcycle riders in Mashhad city, the second largest city in Iran. Principal component analysis (PCA) and confirmatory factor analysis (CFA) were used for data reduction and identification of consistent features of the data. Ordered and multinomial logit analyses were used to quantify the influences on helmet use and non-use.
The data show that 47% of the sample used a helmet, but a substantial proportion of these did not wear their helmet properly. In addition, 5% of motorcyclists believed that helmets reduced their safety. Norms, attitudes toward helmet use, risky traffic behavior and awareness of traffic rules were found to be the key determinants of helmet use, but perceptions of enforcement lacked influence. Duration of daily motorcycle trips, riding experience and type of job also affected helmet use. Results indicate that motorcyclist training, safety courses for offending motorcyclists and social programs to improve social norms and attitudes regarding helmet use are warranted, as are more effective law enforcement techniques, in order to increase proper use of helmets in Iranian motorcyclists. In addition, special safety courses should be considered for motorcyclists who have committed traffic violations. |
doi_str_mv | 10.1016/j.aap.2015.09.007 |
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Sixty percent of motorcyclist fatalities in traffic accidents of Iran are due to head injuries, but helmet use is low, despite it being a legal requirement. This study used face-to-face interviews to investigate the factors associated with helmet use among motorcycle riders in Mashhad city, the second largest city in Iran. Principal component analysis (PCA) and confirmatory factor analysis (CFA) were used for data reduction and identification of consistent features of the data. Ordered and multinomial logit analyses were used to quantify the influences on helmet use and non-use.
The data show that 47% of the sample used a helmet, but a substantial proportion of these did not wear their helmet properly. In addition, 5% of motorcyclists believed that helmets reduced their safety. Norms, attitudes toward helmet use, risky traffic behavior and awareness of traffic rules were found to be the key determinants of helmet use, but perceptions of enforcement lacked influence. Duration of daily motorcycle trips, riding experience and type of job also affected helmet use. Results indicate that motorcyclist training, safety courses for offending motorcyclists and social programs to improve social norms and attitudes regarding helmet use are warranted, as are more effective law enforcement techniques, in order to increase proper use of helmets in Iranian motorcyclists. In addition, special safety courses should be considered for motorcyclists who have committed traffic violations.</description><identifier>ISSN: 0001-4575</identifier><identifier>EISSN: 1879-2057</identifier><identifier>DOI: 10.1016/j.aap.2015.09.007</identifier><identifier>PMID: 26410724</identifier><language>eng</language><publisher>England: Elsevier Ltd</publisher><subject>Accidents, Traffic ; Adolescent ; Adult ; Attitude to Health ; Automobile Driving - psychology ; Craniocerebral Trauma - prevention & control ; Data reduction ; Enforcement ; Factor analysis ; Head Protective Devices - statistics & numerical data ; Head Protective Devices - utilization ; Helmet use ; Helmets ; Humans ; Iran ; Logistic Models ; Logit ; Male ; Motorcycles ; Motorcyclist ; Norms ; Perception ; Safety ; Socioeconomic Factors ; Traffic engineering ; Traffic flow ; Young Adult</subject><ispartof>Accident analysis and prevention, 2015-12, Vol.85, p.102-110</ispartof><rights>2015 Elsevier Ltd</rights><rights>Copyright © 2015 Elsevier Ltd. All rights reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c490t-9d55d8dd98ff2c3bbee3dbbc55be0f0d2d9e4192a48bfbbca42002e1a580a1dd3</citedby><cites>FETCH-LOGICAL-c490t-9d55d8dd98ff2c3bbee3dbbc55be0f0d2d9e4192a48bfbbca42002e1a580a1dd3</cites><orcidid>0000-0003-3634-8677</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/26410724$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Haqverdi, Mahdi Quchaniyan</creatorcontrib><creatorcontrib>Seyedabrishami, Seyedehsan</creatorcontrib><creatorcontrib>Groeger, John A.</creatorcontrib><title>Identifying psychological and socio-economic factors affecting motorcycle helmet use</title><title>Accident analysis and prevention</title><addtitle>Accid Anal Prev</addtitle><description>•We modeled helmet use based on interviews in motorcycle repair-shops.•Discrete choice modeling was able to predict helmet use an inconsistent behavior.•Despite of high rate of helmet ownership, helmet use rate is low in Mashhad.•Norms, tendency to use a helmet and risky traffic behavior affect helmet use.•Perception of enforcement on helmet use does not reliably affect helmet use.
Sixty percent of motorcyclist fatalities in traffic accidents of Iran are due to head injuries, but helmet use is low, despite it being a legal requirement. This study used face-to-face interviews to investigate the factors associated with helmet use among motorcycle riders in Mashhad city, the second largest city in Iran. Principal component analysis (PCA) and confirmatory factor analysis (CFA) were used for data reduction and identification of consistent features of the data. Ordered and multinomial logit analyses were used to quantify the influences on helmet use and non-use.
The data show that 47% of the sample used a helmet, but a substantial proportion of these did not wear their helmet properly. In addition, 5% of motorcyclists believed that helmets reduced their safety. Norms, attitudes toward helmet use, risky traffic behavior and awareness of traffic rules were found to be the key determinants of helmet use, but perceptions of enforcement lacked influence. Duration of daily motorcycle trips, riding experience and type of job also affected helmet use. Results indicate that motorcyclist training, safety courses for offending motorcyclists and social programs to improve social norms and attitudes regarding helmet use are warranted, as are more effective law enforcement techniques, in order to increase proper use of helmets in Iranian motorcyclists. In addition, special safety courses should be considered for motorcyclists who have committed traffic violations.</description><subject>Accidents, Traffic</subject><subject>Adolescent</subject><subject>Adult</subject><subject>Attitude to Health</subject><subject>Automobile Driving - psychology</subject><subject>Craniocerebral Trauma - prevention & control</subject><subject>Data reduction</subject><subject>Enforcement</subject><subject>Factor analysis</subject><subject>Head Protective Devices - statistics & numerical data</subject><subject>Head Protective Devices - utilization</subject><subject>Helmet use</subject><subject>Helmets</subject><subject>Humans</subject><subject>Iran</subject><subject>Logistic Models</subject><subject>Logit</subject><subject>Male</subject><subject>Motorcycles</subject><subject>Motorcyclist</subject><subject>Norms</subject><subject>Perception</subject><subject>Safety</subject><subject>Socioeconomic Factors</subject><subject>Traffic engineering</subject><subject>Traffic flow</subject><subject>Young Adult</subject><issn>0001-4575</issn><issn>1879-2057</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2015</creationdate><recordtype>article</recordtype><recordid>eNqNkU1LxDAQhoMoun78AC_So5fWSZpsGjyJ-LEgeNFzSJOJZmmbtekK--_NsupRPIUZnvclzEPIOYWKAp1fLStjVhUDKipQFYDcIzPaSFUyEHKfzACAllxIcUSOU1rmUTZSHJIjNucUJOMz8rJwOEzBb8LwVqzSxr7HLr4Fa7rCDK5I0YZYoo1D7IMtvLFTHFNhvEc7bSN9zAu7sR0W79j1OBXrhKfkwJsu4dn3e0Je7-9ebh_Lp-eHxe3NU2m5gqlUTgjXOKca75mt2xaxdm1rhWgRPDjmFHKqmOFN6_PecAbAkBrRgKHO1Sfkcte7GuPHGtOk-5Asdp0ZMK6TplJCTamY1_9Aa6EYE7z5D5q_QedcZpTuUDvGlEb0ejWG3owbTUFvFemlzor0VpEGpbOAnLn4rl-3PbrfxI-TDFzvAMyn-ww46mQDDhZdGPPVtYvhj_ovObyirg</recordid><startdate>20151201</startdate><enddate>20151201</enddate><creator>Haqverdi, Mahdi Quchaniyan</creator><creator>Seyedabrishami, Seyedehsan</creator><creator>Groeger, John A.</creator><general>Elsevier Ltd</general><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7X8</scope><scope>7T2</scope><scope>7U1</scope><scope>7U2</scope><scope>C1K</scope><scope>7TB</scope><scope>8FD</scope><scope>FR3</scope><scope>KR7</scope><orcidid>https://orcid.org/0000-0003-3634-8677</orcidid></search><sort><creationdate>20151201</creationdate><title>Identifying psychological and socio-economic factors affecting motorcycle helmet use</title><author>Haqverdi, Mahdi Quchaniyan ; Seyedabrishami, Seyedehsan ; Groeger, John A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c490t-9d55d8dd98ff2c3bbee3dbbc55be0f0d2d9e4192a48bfbbca42002e1a580a1dd3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2015</creationdate><topic>Accidents, Traffic</topic><topic>Adolescent</topic><topic>Adult</topic><topic>Attitude to Health</topic><topic>Automobile Driving - psychology</topic><topic>Craniocerebral Trauma - prevention & control</topic><topic>Data reduction</topic><topic>Enforcement</topic><topic>Factor analysis</topic><topic>Head Protective Devices - statistics & numerical data</topic><topic>Head Protective Devices - utilization</topic><topic>Helmet use</topic><topic>Helmets</topic><topic>Humans</topic><topic>Iran</topic><topic>Logistic Models</topic><topic>Logit</topic><topic>Male</topic><topic>Motorcycles</topic><topic>Motorcyclist</topic><topic>Norms</topic><topic>Perception</topic><topic>Safety</topic><topic>Socioeconomic Factors</topic><topic>Traffic engineering</topic><topic>Traffic flow</topic><topic>Young Adult</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Haqverdi, Mahdi Quchaniyan</creatorcontrib><creatorcontrib>Seyedabrishami, Seyedehsan</creatorcontrib><creatorcontrib>Groeger, John A.</creatorcontrib><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>MEDLINE - Academic</collection><collection>Health and Safety Science Abstracts (Full archive)</collection><collection>Risk Abstracts</collection><collection>Safety Science and Risk</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Civil Engineering Abstracts</collection><jtitle>Accident analysis and prevention</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Haqverdi, Mahdi Quchaniyan</au><au>Seyedabrishami, Seyedehsan</au><au>Groeger, John A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Identifying psychological and socio-economic factors affecting motorcycle helmet use</atitle><jtitle>Accident analysis and prevention</jtitle><addtitle>Accid Anal Prev</addtitle><date>2015-12-01</date><risdate>2015</risdate><volume>85</volume><spage>102</spage><epage>110</epage><pages>102-110</pages><issn>0001-4575</issn><eissn>1879-2057</eissn><abstract>•We modeled helmet use based on interviews in motorcycle repair-shops.•Discrete choice modeling was able to predict helmet use an inconsistent behavior.•Despite of high rate of helmet ownership, helmet use rate is low in Mashhad.•Norms, tendency to use a helmet and risky traffic behavior affect helmet use.•Perception of enforcement on helmet use does not reliably affect helmet use.
Sixty percent of motorcyclist fatalities in traffic accidents of Iran are due to head injuries, but helmet use is low, despite it being a legal requirement. This study used face-to-face interviews to investigate the factors associated with helmet use among motorcycle riders in Mashhad city, the second largest city in Iran. Principal component analysis (PCA) and confirmatory factor analysis (CFA) were used for data reduction and identification of consistent features of the data. Ordered and multinomial logit analyses were used to quantify the influences on helmet use and non-use.
The data show that 47% of the sample used a helmet, but a substantial proportion of these did not wear their helmet properly. In addition, 5% of motorcyclists believed that helmets reduced their safety. Norms, attitudes toward helmet use, risky traffic behavior and awareness of traffic rules were found to be the key determinants of helmet use, but perceptions of enforcement lacked influence. Duration of daily motorcycle trips, riding experience and type of job also affected helmet use. Results indicate that motorcyclist training, safety courses for offending motorcyclists and social programs to improve social norms and attitudes regarding helmet use are warranted, as are more effective law enforcement techniques, in order to increase proper use of helmets in Iranian motorcyclists. In addition, special safety courses should be considered for motorcyclists who have committed traffic violations.</abstract><cop>England</cop><pub>Elsevier Ltd</pub><pmid>26410724</pmid><doi>10.1016/j.aap.2015.09.007</doi><tpages>9</tpages><orcidid>https://orcid.org/0000-0003-3634-8677</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Accidents, Traffic Adolescent Adult Attitude to Health Automobile Driving - psychology Craniocerebral Trauma - prevention & control Data reduction Enforcement Factor analysis Head Protective Devices - statistics & numerical data Head Protective Devices - utilization Helmet use Helmets Humans Iran Logistic Models Logit Male Motorcycles Motorcyclist Norms Perception Safety Socioeconomic Factors Traffic engineering Traffic flow Young Adult |
title | Identifying psychological and socio-economic factors affecting motorcycle helmet use |
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