Journal of Police Medicine
نشریه طب انتظامی
J Police Med
Medical Sciences
http://jpmed.ir
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تحلیل کانونی رابطه مؤلفههای اعتیاد موبایلی با میزان رفتارهای پرخطر رانندگی جوانان
Focal Analysis of the relation between the components of mobile addiction and the rate of young people high-risk driving behaviors
طب ترافیک
Traffic Medicine
پژوهشی اصيل
Original Research
<div style="text-align: justify;"><span style="font-family:IRANyekan;"><strong><span style="font-size:12.0pt;">اهداف</span></strong><strong><span style="font-size:12.0pt;">:</span></strong><span style="font-size:12.0pt;"> مطالعات اپیدمیولوژیکی و ارتباطی نشان میدهند، استفاده از موبایل میتواند یکی از عوامل مهم در حواسپرتی رانندگان باشد و همین مسئله سبب افزایش تصادفات جدی حین رانندگی شده است. پژوهش حاضر با هدف شناسایی کانونی رابطه مؤلفههای اعتیاد موبایلی با میزان رفتارهای پرخطر رانندگی جوانان انجام شد.</span><strong><span style="font-size:12.0pt;"></span></strong><br>
<strong><span style="font-size:12.0pt;">مواد و </span></strong><strong><span style="font-size:12.0pt;">روشها:</span></strong><span style="font-size:12.0pt;"> این پژوهش توصیفی-همبستگی در میان دانشجویان دانشگاه آزاد همدان در سال تحصیلی 1400-1399 انجام شد. 384 نفر از طریق فراخوان اینترنتی به صورت داوطلبانه و آنلاین در پژوهش حاضر شرکت کردند. برای جمعآوری دادهها از پرسشنامههای اعتیاد به تلفن همراه و پرسشنامه خطرپذیری ایرانی استفاده شد. روایی محتوایی پرسشنامههای مورد استفاده تأیید شد و آلفای کرونباخ آنها نیز به ترتیب 87/0 و 89/0 بهدست آمد. ابزارهای پژوهش در سایت پرسلاین طراحی و لینک آن در گروههای مجازی قرار داده شد تا دانشجویانی که حداقل از دو سال گذشته گواهینامه رانندگی داشتند، در پژوهش شرکت کنند.</span> <span style="font-size:12.0pt;">جهت تجزیه و تحلیل دادهها نیز از آزمون همبستگی کانونیک و رگرسیون چندگانه در محیط نرمافزار </span><span dir="LTR"><span style="font-size:10.0pt;">SPSS 23</span></span><span style="font-size:12.0pt;"> استفاده شد.</span><br>
<strong><span style="font-size:12.0pt;">یافتهها:</span></strong> <span style="color:black;"><span style="font-size:12.0pt;">47 درصد از نمونهها (181 نفر) مرد و 53 درصد (203 نفر) زن با میانگین س</span></span><span style="font-size:12.0pt;">نی 8/04±25/41 س<span style="color:black;">ال بودند. میانگین نمرات اعتیاد موبایلی شرکتکنندگان 11/38</span>±<span style="color:black;">40/23 بهدست آمد. همچنین میانگین رفتارهای پرخطر نیز 20/84</span>±<span style="color:black;">93/05 بهدست آمد. </span>بین مؤلفههای اعتیاد موبایلی با مؤلفههای رانندگی پرخطر رابطه مثبت و مستقیم وجود داشت (0/01></span><span dir="LTR">p</span><span style="font-size:12.0pt;">) و با آگاهی از متغیر کانونی اعتیاد موبایلی، 5/12 درصد از تغییرات متغیر کانونی رانندگی پرخطر قابل پیشبینی بود. بارهای کانونی نشان داد که در تشکیل متغیرهای پیشبین، بیشترین سهم مربوط به احساس اضطراب و کمبود (0/928) و در متغیر ملاک بیشترین سهم مربوط به گرایش به سرعت (0/893) بود.</span><span style="font-size:12.0pt;"></span><br>
<strong><span style="font-size:12.0pt;">نتیجهگیری:</span></strong> <span style="font-size:12.0pt;">استفاده اعتیادگونه از موبایل روابطی را برای افراد به وجود میآورد که نتیجه آن رویارویی با رفتارهای خطرآفرین است. بنابراین میتوان گفت شرایطی که فرد، اعتیاد به موبایل دارد، احساس اجبار در چک کردن آن در موقعیتهای مختلف خواهد داشت این موقعیتها ممکن است در مواقع رانندگی و در مکانهایی که استفاده از موبایل ممنوع است باشد که نوعی قانونگریزی و پیامد آسیبزا خواهد داشت.</span></span><span dir="RTL"> </span></div>
<div style="text-align: justify;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Introduction</span></span></b></span><br>
<span style="line-height:150%"><span style="line-height:150%"><span style="color:black">... [1-3]. The word “addiction” is used in recent studies to describe a wide range of behaviors, such as cell phone abuse [4]. Mobile addiction is a non-substance and behavioral addiction which is called as an obsessive-compulsive disorder [5]. [6-8]. One of the issues related to mobile addiction is high-risk driving [9]. ... [10-13]. According to UNICEF, accidents in Iran have increased significantly in recent years [14]. In 97.5% of accidents, the human factor the relative impact of which compared to other factors is 49% which implies a high impact, is directly involved. However, mobile addiction has a high level of significance among human factors [15]. Mobile addiction can be associated with risk-taking while driving because it ignores rules of conduct and norms that have formal enforcement guarantees.</span><span style="color:black"></span></span></span><br>
<span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Aim(s)</span></span></b></span><br>
<span style="line-height:150%"><span style="line-height:150%"><span style="color:black">Due to the fact that various factors can play roles in mobile addiction and mobile addiction causes adverse effects on driving, the present study was conducted to identify the canonical relation of mobile addiction components with high-risk driving behaviors of young people.</span></span></span><br>
<span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Research Type</span></span></b></span><br>
<span style="line-height:150%"><span style="line-height:150%"><span style="color:black">The present study is applied in terms of purpose and in terms of nature and method, is a descriptive correlation.</span></span></span><br>
<span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Research Society, Place and Time</span></span></b></span><br>
<span style="line-height:150%"><span style="line-height:150%"><span style="color:black">The statistical population of this study was all students of Azad University with 15,000 students in Hamedan, Iran in 2021.</span></span></span><br>
<span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Sampling Method and Number</span></span></b><span dir="RTL" lang="FA"><span style="line-height:150%"><span style="color:black"></span></span></span></span><br>
<span style="line-height:150%"><span style="line-height:150%"><span style="color:black">384 students were selected voluntarily using Krejcie and Morgan table.</span></span></span><br>
<span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Used Devices & Materials</span></span></b><span dir="RTL" lang="FA"><span style="line-height:150%"><span style="color:black"></span></span></span></span><br>
<span style="line-height:150%"><span style="line-height:150%"><span style="color:black">The Standard Mobile Phone Addiction Questionnaire (Cronbach's alpha 0.87) and the Iranian Standard Risk Questionnaire (Cronbach's alpha 0.89) were used to collect data. ... [17, 18]. Due to the prevalence of Corona virus, research tools were designed on the Porsline website and its link was placed in cyberspace so that students whose driver's licenses’ dates of issue are for at least two years before could participate in the research.</span></span></span><br>
<span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Ethical Permissions</span></span></b></span><br>
<span style="line-height:150%"><span style="line-height:150%"><span style="color:black">The ethics of the present study were fully observed.</span></span></span><br>
<span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Statistical Analysis</span></span></b></span><br>
<span style="line-height:150%"><span style="line-height:150%"><span style="color:black">Correlation method was used to test the hypotheses. Data analysis was performed by observing the assumptions, using canonical correlation and multiple regression in SPSS 25 software; because canonical analysis has the ability to measure latent research variables that are not directly observable or measurable.</span></span></span><br>
<span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Finding by Text</span></span></b><span dir="RTL" lang="FA"><span style="line-height:150%"><span style="color:black"></span></span></span></span><br>
<span style="line-height:150%"><span style="line-height:150%"><span style="color:black">No Attrition bias was found in the samples. Based on the data 47% of respondents (181) were male and 53% (203) were female. The mean age was 25.41±8.04. The mean of mobile addiction was 40.23 with a standard deviation of 11.38 and the mean of high-risk behaviors was 93.05 with a standard deviation of 20.84 (Table 1).<b> </b>According to the results of Kolmogorov-Smirnov test, the data were normal. There was a positive and direct relationship between the components of mobile addiction (inability to control desire, feeling anxious, deficiency and improving mood) and high-risk driving components (speeding, believing in control and violation of laws) at a significance level of less than 0.01. (Table 2). The correlation between canonical variables (predictor variables and criterion variable) was 0.381 and the square of the correlation was (0.132). The results showed that the common variance between these two sets (linear composition) was significant at the level of 0.000. In other words, 12.5% of the changes in the canonical variable of high-risk driving could be predicted by knowing the canonical variable of mobile addiction. Also, the canonical functions of two and three were not statistically significant at the significant level (Table 3).<b> </b>The results showed that the component of feeling anxious and deficient in the first set had the highest standard coefficients related to the mobile addiction variable. In fact, with an increase of one unit in the component of feeling anxious and lacking, the canonical correlation increased by 65.8%. Also in the criterion variable, with a single unit increase in the tendency to speed, the correlation increased by 71.7% (Table 4). Canonical scores showed that in the formation of predictor variables, the highest share was related to feelings of anxiety and deficiency (0.928) and in the criterion variable, the highest share was related to the tendency to speed (0.893).</span></span></span><br>
<span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Main comparison to the similar studies</span></span></b></span><br>
<span style="line-height:150%"><span style="line-height:150%"><span style="color:black">There was a direct and positive relationship between the components of mobile addiction and high-risk driving behaviors of young people, which is in line with the previous research of many researchers [8, 19-23]. For example, Amit and Neha have shown that mobile addiction has a positive and significant relationship with high-risk behaviors, social anxiety, depression and loneliness. They have reported more social anxiety of male teenagers when using addictive mobile games, which can have result in similar damage while driving [23]. People who use mobile phones and related features such as the Internet more than others may replace the stronger relationships they have had in real life with lower quality social relationships, so the result is that they are more likely to engage in risky activities such as high-risk driving. In this regard, it can be said that perhaps the mobile phone provides an alternative to a sedentary life of people that may cause feelings of loneliness and isolation to spend more time using the Internet or people who use the Internet a lot, their social relationships are reduced. This issue increases the use of mobile phones and also increases tensions in people. In fact, the use of mobile, the Internet and virtual networks creates relationships for people and puts users at risk by reducing their individual sensitivity. Therefore, it can be said that a person who is addicted to mobile phones will feel compelled to check it in different situations. These situations may occur while driving and in places where the use of mobile phones is prohibited, which is a kind of law violation. To draw others’ attention, individual may also engage in cyber-behaviors that are contrary to the custom of society; such as abnormalities while driving, which may lead to prosecution; [24].</span></span></span><br>
<span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Limitations</span></span></b></span><br>
<span style="line-height:150%"><span style="line-height:150%"><span style="color:black">One of the limitations of this research is the social and cultural characteristics of society and considerations that people in many cases, especially in areas such as high-risk behaviors, be conservative and want to look good. This is especially evident in the present study, which on the one hand uses self-report scales and on the other hand has been implemented in an environment such as a university. Also, face-to-face access to the samples was not possible due to its extent and Covid-19.</span></span></span><br>
<span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Suggestions</span></span><span dir="RTL" lang="AR-SA"><span style="line-height:150%"><span style="color:black"></span></span></span></b></span><br>
<span style="line-height:150%"><span style="line-height:150%"><span style="color:black">It is recommended that when issuing a driver's license, in addition to examining physical and mental health, the dimensions of mental and emotional addiction be also examined; also, interventions aimed at increasing the ability to regulate emotion may be helpful in reducing high-risk driving style. Taking personality tests can be helpful when obtaining or renewing the driver's license.</span></span></span><br>
<span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Conclusions</span></span></b></span><br>
<span style="line-height:150%"><span style="line-height:150%"><span style="color:black">When a person is addicted to mobile, he has a constant feeling of controlling it in different situations. These situations may occur while driving and in places where the use of mobile phones is prohibited, which will lead to some kind of law violation and harmful consequences.</span></span></span><br>
<span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Clinical & Practical Tips in Police Medicine</span></span></b></span><br>
<span style="line-height:150%"><span style="line-height:150%"><span style="color:black">The present study has tried to explain and use the results of the canonical relationships of mobile addiction with the rate of high-risk driving behaviors of young people, reduce such an outcome in society and provide effective assistance to the police. Because reducing such cases is associated with increasing the social health of young people and also reduces high-risk driving behaviors, and as a result, increases public order and the sense of social security in society.</span></span></span><br>
<span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Acknowledgments</span></span></b></span><br>
<span style="line-height:150%"><span style="line-height:150%"><span style="color:black">We would like to thank all the participants in the research and all the loved ones who helped us in this research.</span></span></span><br>
<span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Conflict of interest</span></span></b></span><br>
<span style="line-height:150%"><span style="line-height:150%"><span style="color:black">The authors state that there is no conflict of interest in the present study.</span></span></span><br>
<span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Funding Sources</span></span></b></span><br>
<span style="line-height:150%"><span style="line-height:150%"><span style="color:black">The present study had no financial support.</span></span></span></span></span><br>
<div style="text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Table 1)</span></span></b><span style="line-height:150%"><span style="color:black"> Descriptive statistics on mobile addiction and high-risk driving</span></span></span></span></span></div>
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<table class="MsoTableGrid" style="margin-left:-57px; border-collapse:collapse; border:none">
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<td style="border-bottom: 1px solid black; width: 131px; padding: 0cm 2px; border-top: 1px solid black; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Variable</span></span></b></span></span></span></td>
<td style="border-bottom: 1px solid black; width: 80px; padding: 0cm 2px; border-top: 1px solid black; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Minimum</span></span></b></span></span></span></td>
<td style="border-bottom: 1px solid black; width: 82px; padding: 0cm 2px; border-top: 1px solid black; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Maximum</span></span></b></span></span></span></td>
<td style="border-bottom: 1px solid black; width: 61px; padding: 0cm 2px; border-top: 1px solid black; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Mean</span></span></b></span></span></span></td>
<td style="border-bottom: 1px solid black; width: 80px; padding: 0cm 2px; border-top: 1px solid black; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Standard Deviation</span></span></b></span></span></span></td>
</tr>
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<td style="border-width: initial; border-style: none; border-color: initial; width: 131px; padding: 0cm 2px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Mobile addiction</span></span></b></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; width: 80px; padding: 0cm 2px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">16</span></span></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; width: 82px; padding: 0cm 2px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">66</span></span></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; width: 61px; padding: 0cm 2px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">40.23</span></span></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; width: 80px; padding: 0cm 2px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">11.38</span></span></span></span></span></td>
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<td style="border-bottom: 1px solid black; width: 131px; padding: 0cm 2px; border-top: none; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">High-risk behaviors</span></span></b></span></span></span></td>
<td style="border-bottom: 1px solid black; width: 80px; padding: 0cm 2px; border-top: none; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">18</span></span></span></span></span></td>
<td style="border-bottom: 1px solid black; width: 82px; padding: 0cm 2px; border-top: none; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">156</span></span></span></span></span></td>
<td style="border-bottom: 1px solid black; width: 61px; padding: 0cm 2px; border-top: none; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">93.05</span></span></span></span></span></td>
<td style="border-bottom: 1px solid black; width: 80px; padding: 0cm 2px; border-top: none; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">20.84</span></span></span></span></span></td>
</tr>
</tbody>
</table>
</div>
<div style="text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black"></span></span></b></span><br>
<span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black"></span></span></b></span><br>
<span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Table 2)</span></span></b><span style="line-height:150%"><span style="color:black"> Correlation coefficient test of the relationship between<br>
mobile addiction components and high-risk driving</span></span></span></span></span></div>
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<table class="MsoTableGrid" style="margin-left:-40px; border-collapse:collapse; border:none">
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<td style="border-bottom: 1px solid black; width: 135px; padding: 0cm 2px; border-top: 1px solid black; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Variable</span></span></b></span></span></span></td>
<td style="border-bottom: 1px solid black; width: 95px; padding: 0cm 2px; border-top: 1px solid black; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Inability to control desire</span></span></b></span></span></span></td>
<td style="border-bottom: 1px solid black; width: 93px; padding: 0cm 2px; border-top: 1px solid black; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Feeling anxious and deficiency</span></span></b></span></span></span></td>
<td style="border-bottom: 1px solid black; width: 95px; padding: 0cm 2px; border-top: 1px solid black; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Improve mood</span></span></b></span></span></span></td>
</tr>
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<td style="border-width: initial; border-style: none; border-color: initial; width: 135px; padding: 0cm 2px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Tendency to speed</span></span></b></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; width: 95px; padding: 0cm 2px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.241</span></span></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; width: 93px; padding: 0cm 2px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.320</span></span></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; width: 95px; padding: 0cm 2px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.184</span></span></span></span></span></td>
</tr>
<tr>
<td style="border-width: initial; border-style: none; border-color: initial; width: 135px; padding: 0cm 2px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Believe in control</span></span></b></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; width: 95px; padding: 0cm 2px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.198</span></span></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; width: 93px; padding: 0cm 2px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.198</span></span></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; width: 95px; padding: 0cm 2px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.214</span></span></span></span></span></td>
</tr>
<tr>
<td style="border-bottom: 1px solid black; width: 135px; padding: 0cm 2px; border-top: none; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Violation of laws</span></span></b></span></span></span></td>
<td style="border-bottom: 1px solid black; width: 95px; padding: 0cm 2px; border-top: none; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.167</span></span></span></span></span></td>
<td style="border-bottom: 1px solid black; width: 93px; padding: 0cm 2px; border-top: none; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.110</span></span></span></span></span></td>
<td style="border-bottom: 1px solid black; width: 95px; padding: 0cm 2px; border-top: none; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.172</span></span></span></span></span></td>
</tr>
</tbody>
</table>
</div>
<div style="text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">p<0.01</span></span></span><br>
<span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black"></span></span></b></span><br>
<span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black"></span></span></b></span><br>
<span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Table 3)</span></span></b><span style="line-height:150%"><span style="color:black"> Results of canonical correlation analysis of the relationship between<br>
the set of mobile addiction components and the set of high-risk driving</span></span></span></span></span></div>
<div align="center" dir="ltr">
<table class="MsoTableGrid" style="border-collapse:collapse; border:none">
<tbody>
<tr>
<td style="border-bottom: 1px solid black; padding: 0cm 2px; border-top: 1px solid black; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Canonical</span></span></b> <b><span style="line-height:150%"><span style="color:black">Functions</span></span></b></span></span></span></td>
<td style="border-bottom: 1px solid black; padding: 0cm 2px; border-top: 1px solid black; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Special Amount</span></span></b></span></span></span></td>
<td style="border-bottom: 1px solid black; padding: 0cm 2px; border-top: 1px solid black; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Canonical Correlation</span></span></b></span></span></span></td>
<td style="border-bottom: 1px solid black; padding: 0cm 2px; border-top: 1px solid black; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">The Square of Correlation</span></span></b></span></span></span></td>
<td style="border-bottom: 1px solid black; padding: 0cm 2px; border-top: 1px solid black; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Lambda Wilkes</span></span></b></span></span></span></td>
<td style="border-bottom: 1px solid black; padding: 0cm 2px; border-top: 1px solid black; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">F</span></span></b></span></span></span></td>
<td style="border-bottom: 1px solid black; padding: 0cm 2px; border-top: 1px solid black; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">DF1</span></span></b></span></span></span></td>
<td style="border-bottom: 1px solid black; padding: 0cm 2px; border-top: 1px solid black; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">p</span></span></b></span></span></span></td>
</tr>
<tr>
<td style="border-width: initial; border-style: none; border-color: initial; padding: 0cm 2px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">1</span></span></b></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; padding: 0cm 2px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.143</span></span></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; padding: 0cm 2px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.381</span></span></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; padding: 0cm 2px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.132</span></span></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; padding: 0cm 2px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.862</span></span></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; padding: 0cm 2px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">6.625</span></span></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; padding: 0cm 2px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">9</span></span></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; padding: 0cm 2px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.000</span></span></span></span></span></td>
</tr>
<tr>
<td style="border-width: initial; border-style: none; border-color: initial; padding: 0cm 2px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">2</span></span></b></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; padding: 0cm 2px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.015</span></span></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; padding: 0cm 2px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.122</span></span></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; padding: 0cm 2px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.014</span></span></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; padding: 0cm 2px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.985</span></span></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; padding: 0cm 2px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">1.478</span></span></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; padding: 0cm 2px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">4</span></span></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; padding: 0cm 2px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.207</span></span></span></span></span></td>
</tr>
<tr>
<td style="border-bottom: 1px solid black; padding: 0cm 2px; border-top: none; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">3</span></span></b></span></span></span></td>
<td style="border-bottom: 1px solid black; padding: 0cm 2px; border-top: none; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.000</span></span></span></span></span></td>
<td style="border-bottom: 1px solid black; padding: 0cm 2px; border-top: none; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.004</span></span></span></span></span></td>
<td style="border-bottom: 1px solid black; padding: 0cm 2px; border-top: none; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.000016</span></span></span></span></span></td>
<td style="border-bottom: 1px solid black; padding: 0cm 2px; border-top: none; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">1.00</span></span></span></span></span></td>
<td style="border-bottom: 1px solid black; padding: 0cm 2px; border-top: none; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.008</span></span></span></span></span></td>
<td style="border-bottom: 1px solid black; padding: 0cm 2px; border-top: none; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">1</span></span></span></span></span></td>
<td style="border-bottom: 1px solid black; padding: 0cm 2px; border-top: none; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.929</span></span></span></span></span></td>
</tr>
</tbody>
</table>
</div>
<div style="text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black"></span></span></b></span><br>
<span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black"></span></span></b></span><br>
<span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Table 4)</span></span></b><span style="line-height:150%"><span style="color:black"> Standard coefficients and canonical scores of components<br>
in the functions of criterion and predictor variables</span></span></span></span></span></div>
<div align="center" dir="ltr">
<table class="MsoTableGrid" style="width:480px; margin-left:-75px; border-collapse:collapse; border:none" width="480">
<tbody>
<tr>
<td style="border-bottom: 1px solid black; width: 139px; padding: 0cm 2px; border-top: 1px solid black; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Canonical Functions</span></span></b></span></span></span></td>
<td style="border-bottom: 1px solid black; width: 184px; padding: 0cm 2px; border-top: 1px solid black; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Function Components</span></span></b></span></span></span></td>
<td style="border-bottom: 1px solid black; width: 73px; padding: 0cm 2px; border-top: 1px solid black; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Standard Coefficients</span></span></b></span></span></span></td>
<td style="border-bottom: 1px solid black; width: 84px; padding: 0cm 2px; border-top: 1px solid black; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Canonical Scores</span></span></b></span></span></span></td>
</tr>
<tr>
<td rowspan="3" style="border-bottom: 1px solid black; width: 139px; padding: 0cm 2px; height: 11px; border-top: none; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Predictive variable</span></span></b></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; width: 184px; padding: 0cm 2px; height: 11px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">Inability to control desire</span></span></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; width: 73px; padding: 0cm 2px; height: 11px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.319</span></span></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; width: 84px; padding: 0cm 2px; height: 11px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.705</span></span></span></span></span></td>
</tr>
<tr>
<td style="border-width: initial; border-style: none; border-color: initial; width: 184px; padding: 0cm 2px; height: 12px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">Feeling anxious and deficiency</span></span></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; width: 73px; padding: 0cm 2px; height: 12px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.658</span></span></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; width: 84px; padding: 0cm 2px; height: 12px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.928</span></span></span></span></span></td>
</tr>
<tr>
<td style="border-bottom: 1px solid black; width: 184px; padding: 0cm 2px; height: 12px; border-top: none; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">Improve mood</span></span></span></span></span></td>
<td style="border-bottom: 1px solid black; width: 73px; padding: 0cm 2px; height: 12px; border-top: none; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.252</span></span></span></span></span></td>
<td style="border-bottom: 1px solid black; width: 84px; padding: 0cm 2px; height: 12px; border-top: none; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.652</span></span></span></span></span></td>
</tr>
<tr>
<td rowspan="3" style="border-bottom: 1px solid black; width: 139px; padding: 0cm 2px; height: 4px; border-top: none; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><b><span style="line-height:150%"><span style="color:black">Criterion variables</span></span></b></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; width: 184px; padding: 0cm 2px; height: 4px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">Tendency to speed</span></span></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; width: 73px; padding: 0cm 2px; height: 4px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.717</span></span></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; width: 84px; padding: 0cm 2px; height: 4px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.893</span></span></span></span></span></td>
</tr>
<tr>
<td style="border-width: initial; border-style: none; border-color: initial; width: 184px; padding: 0cm 2px; height: 4px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">Believe in control</span></span></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; width: 73px; padding: 0cm 2px; height: 4px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.288</span></span></span></span></span></td>
<td style="border-width: initial; border-style: none; border-color: initial; width: 84px; padding: 0cm 2px; height: 4px; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.661</span></span></span></span></span></td>
</tr>
<tr>
<td style="border-bottom: 1px solid black; width: 184px; padding: 0cm 2px; height: 12px; border-top: none; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">Violation of laws</span></span></span></span></span></td>
<td style="border-bottom: 1px solid black; width: 73px; padding: 0cm 2px; height: 12px; border-top: none; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.287</span></span></span></span></span></td>
<td style="border-bottom: 1px solid black; width: 84px; padding: 0cm 2px; height: 12px; border-top: none; border-right: none; border-left: none; text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black">0.591</span></span></span></span></span></td>
</tr>
</tbody>
</table>
</div>
<div style="text-align: center;"><span style="font-size:12px;"><span style="font-family:Verdana;"><span style="line-height:150%"><span style="line-height:150%"><span style="color:black"></span></span></span><br>
<span style="line-height:150%"><span style="line-height:150%"><span style="color:black"></span></span></span></span></span></div>
</div>
اعتیاد موبایلی,جوانان,رفتارهای پرخطر,رانندگی,
Mobile Addiction,Youth,High Risk behavior,Driving,
1
10
http://jpmed.ir/browse.php?a_code=A-10-1030-2&slc_lang=fa&sid=1
Saeid
Sharifi Rahnmo
سعید
شریفی رهنمو
Yes
Department of Curriculum Studies, Faculty of Humanities, Bu Ali Sina University, Hamadan, Iran
گروه مطالعات برنامه درسی، دانشکده علوم انسانی، دانشگاه بوعلی سینا، همدان، ایران
Farhad
Seraji
فرهاد
سراجی
No
Department of Curriculum Studies, Faculty of Humanities, Bu Ali Sina University, Hamadan, Iran
گروه مطالعات برنامه درسی، دانشکده علوم انسانی، دانشگاه بوعلی سینا، همدان، ایران
Majid
Sharifi Rahnmo
مجید
شریفی رهنمو
No
Department of Curriculum Studies, Faculty of Psychology and Educational Sciences, Allameh Tabatabaei University, Tehran, Iran
گروه مطالعات برنامه درسی، دانشکده روانشناسی و علوم تربیتی، دانشگاه علامه طباطبایی، تهران، ایران
Ebrahim
Nouri
ابراهیم
نوری
No
Department of Counseling, Faculty of Psychology and Educational Sciences, Mohaghegh Ardabili University, Ardabil, Iran
گروه مشاوره، دانشکده روانشناسی و علوم تربیتی، دانشگاه محقق اردبیلی، اردبیل، ایران
Ayatollah
Fathi
آیتاله
فتحی
No
Research Institute of Law Enforcement Sciences & Social Studies, Tehran, Iran
پژوهشگاه علوم انتظامی و مطالعات اجتماعی ناجا، تهران، ایران