IDENTIFICATION OF TYRE FAILURE RISK FACTORS IN AUTOMOBILE CRASHES: A MLR MODEL TECHNIQUE
Appropriate tyre safety practices are among the fundamental approaches that minimize technical failure risk factors in automobiles. This study developed a multiple linear regression (MLR) model that depicts the effect of tyre safety awareness and consequent approach predictor variables on technical...
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| Veröffentlicht in: | Annals of Faculty Engineering Hunedoara 2022-05, Vol.20 (2), p.49-55 |
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| creator | Azodo, A P Ismaila, S O Owoeye, F T Jibatswen, T Y |
| description | Appropriate tyre safety practices are among the fundamental approaches that minimize technical failure risk factors in automobiles. This study developed a multiple linear regression (MLR) model that depicts the effect of tyre safety awareness and consequent approach predictor variables on technical failure risk response variable in automobile crashes. The data for this study was obtained from a total number of one hundred and thirteen (113) vehicle owners in Abeokuta metropolis of Ogun state Nigeria using a mixed-method quantitative research approach. Data analysis showed that the level of awareness and the consequent approaches regarding tyre failure risk factors in automobile crashes significantly affect automobile technical failure risk crashes. The technical failure risk response variable of the MLR model developed, and the survey data recorded a percentage variation of 3.54% with a strong positive correlation between the two datasets significant at p < 0.01 for a value of r = 0.962. This, therefore, demands adequate public sensitization measures on tyre safety and its implication in failure risk crash factors as well as stringent enforcement by relevant agencies as this study has revealed that tyre safety awareness and handling approaches have a significant effect on technical failure risk factors in automobiles. |
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This study developed a multiple linear regression (MLR) model that depicts the effect of tyre safety awareness and consequent approach predictor variables on technical failure risk response variable in automobile crashes. The data for this study was obtained from a total number of one hundred and thirteen (113) vehicle owners in Abeokuta metropolis of Ogun state Nigeria using a mixed-method quantitative research approach. Data analysis showed that the level of awareness and the consequent approaches regarding tyre failure risk factors in automobile crashes significantly affect automobile technical failure risk crashes. The technical failure risk response variable of the MLR model developed, and the survey data recorded a percentage variation of 3.54% with a strong positive correlation between the two datasets significant at p < 0.01 for a value of r = 0.962. This, therefore, demands adequate public sensitization measures on tyre safety and its implication in failure risk crash factors as well as stringent enforcement by relevant agencies as this study has revealed that tyre safety awareness and handling approaches have a significant effect on technical failure risk factors in automobiles.</description><identifier>ISSN: 1584-2665</identifier><identifier>EISSN: 2601-2332</identifier><language>eng</language><publisher>Hunedoara: Faculty of Engineering Hunedoara</publisher><subject>Automobiles ; Crashes ; Data analysis ; Data collection ; Failure ; Heat resistance ; Questionnaires ; Regression analysis ; Regression models ; Risk analysis ; Risk factors ; Roads & highways ; Safety ; Tires ; Traffic accidents ; Traffic accidents & safety ; Transportation planning ; Variables</subject><ispartof>Annals of Faculty Engineering Hunedoara, 2022-05, Vol.20 (2), p.49-55</ispartof><rights>2022. 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This study developed a multiple linear regression (MLR) model that depicts the effect of tyre safety awareness and consequent approach predictor variables on technical failure risk response variable in automobile crashes. The data for this study was obtained from a total number of one hundred and thirteen (113) vehicle owners in Abeokuta metropolis of Ogun state Nigeria using a mixed-method quantitative research approach. Data analysis showed that the level of awareness and the consequent approaches regarding tyre failure risk factors in automobile crashes significantly affect automobile technical failure risk crashes. The technical failure risk response variable of the MLR model developed, and the survey data recorded a percentage variation of 3.54% with a strong positive correlation between the two datasets significant at p < 0.01 for a value of r = 0.962. 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This study developed a multiple linear regression (MLR) model that depicts the effect of tyre safety awareness and consequent approach predictor variables on technical failure risk response variable in automobile crashes. The data for this study was obtained from a total number of one hundred and thirteen (113) vehicle owners in Abeokuta metropolis of Ogun state Nigeria using a mixed-method quantitative research approach. Data analysis showed that the level of awareness and the consequent approaches regarding tyre failure risk factors in automobile crashes significantly affect automobile technical failure risk crashes. The technical failure risk response variable of the MLR model developed, and the survey data recorded a percentage variation of 3.54% with a strong positive correlation between the two datasets significant at p < 0.01 for a value of r = 0.962. This, therefore, demands adequate public sensitization measures on tyre safety and its implication in failure risk crash factors as well as stringent enforcement by relevant agencies as this study has revealed that tyre safety awareness and handling approaches have a significant effect on technical failure risk factors in automobiles.</abstract><cop>Hunedoara</cop><pub>Faculty of Engineering Hunedoara</pub><oa>free_for_read</oa></addata></record> |
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| source | DOAJ Directory of Open Access Journals; EZB-FREE-00999 freely available EZB journals |
| subjects | Automobiles Crashes Data analysis Data collection Failure Heat resistance Questionnaires Regression analysis Regression models Risk analysis Risk factors Roads & highways Safety Tires Traffic accidents Traffic accidents & safety Transportation planning Variables |
| title | IDENTIFICATION OF TYRE FAILURE RISK FACTORS IN AUTOMOBILE CRASHES: A MLR MODEL TECHNIQUE |
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