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Articles 361 - 390 of 2542
Full-Text Articles in Social Statistics
Exploratory Practice As Practitioner Research: A Review Of Exploratory Practice For Continuing Professional Development: An Innovative Approach For Language Teachers, Moses G.R. Pandin M.Si. M.Phil, Elih Sutisna Yanto
Exploratory Practice As Practitioner Research: A Review Of Exploratory Practice For Continuing Professional Development: An Innovative Approach For Language Teachers, Moses G.R. Pandin M.Si. M.Phil, Elih Sutisna Yanto
The Qualitative Report
In the book, Exploratory Practice for Continuing Professional Development (2018), the authors, Assia Slimani-Rolls and Richard Kiely, offer a comprehensive description of Exploratory Practice (EP) as a tool for the Continuing Professional Development (CPD) of language teachers. Through different parts of the diversity and complexity of language teaching in the last few decades, the authors show how teachers in different types of classrooms can grow professionally by working with their students to understand classroom life and explore their classrooms, where teachers are the most important thing to focus on to improve learning processes and outcomes rather than materials, techniques, technologies, …
A Comparative Review Of Qualitative Research: A Guide To Design And Implementation, Biniam Getnet Agazu Mr., Adissu Ketemaw Dejenu Mr., Kenenisa Lemi Debela Dr.
A Comparative Review Of Qualitative Research: A Guide To Design And Implementation, Biniam Getnet Agazu Mr., Adissu Ketemaw Dejenu Mr., Kenenisa Lemi Debela Dr.
The Qualitative Report
We review Sharan B. Merriam and Elizabeth J. Tisdell’s 2016 book, Qualitative Research: A Guide to Design and Implementation and then compare it to three other introductory to qualitative research texts. We found the Merriam and Tisdell book to be useful for both novice and more experienced researchers. The two authors are highly experienced in qualitative research and their book may provide an opportunity to improve our understanding of qualitative research design and implementation when compared to other different qualitative books.
Estimating The Latino Population In New York City, 2020, Laird W. Bergad
Estimating The Latino Population In New York City, 2020, Laird W. Bergad
Center for Latin American, Caribbean, and Latino Studies
Introduction:
This report compares the population growth of Latinos in New York City using four different sources and finds that the numbers differ dramatically from those published by the Census Bureau.
Methods:
This report uses four data sources: (i) the 2020 Census Redistricting Files; (ii) the American Community Survey (ACS) 1-Year Experimental Data Release; (iii) the ACS 5-Year (2016–2020) Estimates; and (iv) the IPUMS-NHGIS 2016–2020 5-Year Summary File. The American Community Survey PUMS (Public Use Microdata Series) data used for all years was released by the Census Bureau and reorganized for public use by the Minnesota Population Center, University of …
Attempting To Close The Evidence-Practice Gap In Physical Activity Intervention Research: Strategies And Outcomes Of A Co-Creative Qualitative Study, Andrew Powell, Charlotte Coward
Attempting To Close The Evidence-Practice Gap In Physical Activity Intervention Research: Strategies And Outcomes Of A Co-Creative Qualitative Study, Andrew Powell, Charlotte Coward
The Qualitative Report
It is argued that a gap exists between research evidence and “real-world” physical activity (PA) intervention practice. One potential way to aid the translatability of evidence in this field is for researchers to work actively with the public health practitioners and organisations that run PA interventions to engage in co-creative research. This paper reports the process and strategies used to underpin research co-creation during a recent qualitative PA intervention study, and the outcomes of the co-creative approach from the perspective of the public health organisation involved in the research in terms of providing them with translatable evidence. A range of …
Perceived Social Support And Risk Of Cyberbullying In Adolescents: A Systematic Review, Sergio A. Castaño-Pulgarín, Katy Millán, Álvaro A. Acosta Echavarría, Ciro E. Redondo Mendoza, Milton C. Cardona Parra, Jose F. Castilla Tang
Perceived Social Support And Risk Of Cyberbullying In Adolescents: A Systematic Review, Sergio A. Castaño-Pulgarín, Katy Millán, Álvaro A. Acosta Echavarría, Ciro E. Redondo Mendoza, Milton C. Cardona Parra, Jose F. Castilla Tang
The Qualitative Report
This article analyzes the main findings of studies investigating the relationship between perceived social support and cyberbullying in adolescents. We reviewed research papers published between January 2015 and January 2020, included in the Web of Science, Scopus, PUBMED, and Science Direct databases. The protocol was previously registered on the PROSPERO International Systematic Reviews database (CRD42020176938). The article follows the PRISMA guidelines for systematic reviews (Moher et al., 2015). Out of 1929 surveyed articles, 23 met the inclusion criteria and quality standards of scientific evidence set by Downs and Black (1998). Results reveal the types and characteristics of studies and instruments …
An Autoethnography Of Becoming A Qualitative Researcher: A Book Review, Ekaterina A. Jegede
An Autoethnography Of Becoming A Qualitative Researcher: A Book Review, Ekaterina A. Jegede
The Qualitative Report
Autoethnography has been steadily taking its well-deserved place in the field of the qualitative research in the recent years. As more and more doctoral students consider autoethnography as their research method, the approach is still somewhat mysterious. An Autoethnography of Becoming a Qualitative Researcher offers a rare opportunity to look into one novice researcher’s exploration of becoming a Qualitative Researcher. This review provides an overview of the book, which was published in 2022, as well as an evaluation of its strengths and shortcomings and suggestions for potential audience.
Considering What Counts: On The Clock, Joel Best
Considering What Counts: On The Clock, Joel Best
Numeracy
For decades, the Federal Bureau of Investigation has presented "crime clocks"--graphs which use clock-face graphs to depict the average time between incidents of particular crimes. Similar devices have been adopted by all sorts of organizations warning that "An instance of X occurs every Y seconds." While this is a popular way of presenting social statistics, it is deeply flawed.
Exposing The Mythology Of Balance And The Ecology Of Graduate Student Mother Resilience In Covid-19, Carolyn A. Oldham Ph.D., Kelly D. Bradley Ph.D.
Exposing The Mythology Of Balance And The Ecology Of Graduate Student Mother Resilience In Covid-19, Carolyn A. Oldham Ph.D., Kelly D. Bradley Ph.D.
The Qualitative Report
While the COVID-19 pandemic has amplified the once marginalized conversation of academia’s gendered imbalance of opportunity, discussion of its impact on graduate student mothers has remained absent. Resilience has been cited as key to overcoming in the pandemic era with little discussion of how its conceptualization continues to marginalize females in the academy. Our phenomenological study explores graduate student mothers’ conceptualizations of balance, failure, success, and resilience using a family resilience framework which acknowledges the multiple identities to which they may avow and contexts in which they may operate. Employing an ecological conceptual framework, we engaged nine graduate student mothers …
The Adaptation Of Export-Scale Urban Farmers Amid The Covid-19 Pandemic In Bandung Metropolitan, Kinanti Indah Safitri, Oekan Soekotjo Abdoellah, Budhi Gunawan, Parikesit -, Yusep Suparman, Akhmad Zainal Mubarak, Margareth Pardede
The Adaptation Of Export-Scale Urban Farmers Amid The Covid-19 Pandemic In Bandung Metropolitan, Kinanti Indah Safitri, Oekan Soekotjo Abdoellah, Budhi Gunawan, Parikesit -, Yusep Suparman, Akhmad Zainal Mubarak, Margareth Pardede
The Qualitative Report
These days, urban agriculture is more than a hobby. It has expanded into a local commercial business, even to an export scale. However, urban farmers who have commercialized their products must adapt to the COVID-19 pandemic situation, which has impacted many aspects of global life. This research used a mixed-method approach. We collected quantitative data from 107 respondents on the household commercialization index, income level, and education level of export-scale-urban farmers in the Bandung metropolitan area, West Java, Indonesia. We also used qualitative data to determine how farmers were adapting to difficult situations due to the COVID-19 pandemic. This information …
The Craft Of Using Nvivo12 To Analyze Open-Ended Questions: An Approach To Mixed Methods Analysis, Jane Elliott
The Craft Of Using Nvivo12 To Analyze Open-Ended Questions: An Approach To Mixed Methods Analysis, Jane Elliott
The Qualitative Report
The aim of this paper is to explore and explicate a method for using NVivo12 to analyze the responses to open-ended questions in surveys. It focuses on the features of NVivo12 that facilitate this particular type of mixed-methods research. Open-ended questions are used within surveys across a wide variety of disciplines and provide opportunities for participants to provide their own perspectives on a topic of interest. However, they can be challenging to analyze; if the survey has a large sample size, a very considerable corpus of text will be generated, yet the text associated with any single individual is likely …
The Lived Experience Of Waitresses In Hospitality Sector: A Phenomenological Study On Work Related Abuse And Its Coping Mechanisms Among Selected Waitresses In Hospitality Sector In Bahirdar City, Northwestern Ethiopia, Kidus Yenealem Mefteh, Gebremeskel Mesafint Dessie, Wossen Lulie Teshome
The Lived Experience Of Waitresses In Hospitality Sector: A Phenomenological Study On Work Related Abuse And Its Coping Mechanisms Among Selected Waitresses In Hospitality Sector In Bahirdar City, Northwestern Ethiopia, Kidus Yenealem Mefteh, Gebremeskel Mesafint Dessie, Wossen Lulie Teshome
The Qualitative Report
A significantly high number of employed women work in vulnerable work environment. Waitresses’ working in the hospitality sector experience different kind of work-related abuse. This study aims to explore waitresses work related abuse and its coping mechanisms in the hospitality sector in Bahirdar city, Ethiopia. A descriptive phenomenological study was conducted to describe the lived experience of waitresses in the work environment. Data were collected through an in-depth interview with waitresses. Participants of the study were selected by non-probability sampling. The collected data were inductively coded and developed into themes. Different kinds of data quality assurance mechanisms were employed to …
“Academic Writing As The Departure Point The Writer Has Chosen For His/Her Academic Career”: A Book Review Of Zhihui Fang’S Demystifying Academic Writing: Genre, Moves, Skills, And Strategies, Elih Sutisna Yanto
The Qualitative Report
In the book, Demystifying Academic Writing, the author, Zhihui Fang, emphasizes the importance of improving the ability of graduate and undergraduate students, as well as early-career scholars, to write for academic purposes. Through a wide range of aspects of academic writing, adopting a functional linguistics perspective, he demonstrates how academic language can be used to think outside the box when it comes to typical tasks such as attracting readers, presenting information, constructing arguments, integrating perspectives, and organizing cross-genre and interdisciplinary texts for having participated in research fields. This well-referenced book is a valuable resource for academic writing as well …
Negotiating The Insider/Outsider Researcher Position Within Qualitative Disability Studies Research, Elizabeth C. Mohler Ms, Debbie Rudman
Negotiating The Insider/Outsider Researcher Position Within Qualitative Disability Studies Research, Elizabeth C. Mohler Ms, Debbie Rudman
The Qualitative Report
The subjectivity of qualitative researchers can be a contribution to qualitative research which at the same time requires commitment to on-going critical reflexivity regarding one’s positionality. More specifically, we address how to navigate the possibility that researcher subjectivity can culminate in role-confusion when the researcher is highly familiar with the research setting or research participants, when positioned as an “insider.” We do this by adopting a critical paradigm approach that investigates the efficacy of “unlearning” as a strategy for challenging one’s assumptions as a researcher, particularly those assumptions that challenge the co-construction of knowledge that extends from research presuppositions. Drawing …
Happiness And Policy Implications: A Sociological View, Sarah M. Kahl
Happiness And Policy Implications: A Sociological View, Sarah M. Kahl
Dissertations, Theses, and Capstone Projects
The World Happiness Report is released every year, ranking each country by who is “happier” and explaining the variables and data they have used. This project attempts to build from that base and create a machine learning algorithm that can predict if a country will be in a “happy” or “could be happier” category. Findings show that taking a broader scope of variables can better help predict happiness. Policy implications are discussed in using both big data and considering social indicators to make better and lasting policies.
Data Ethics: An Investigation Of Data, Algorithms, And Practice, Gabrialla S. Cockerell
Data Ethics: An Investigation Of Data, Algorithms, And Practice, Gabrialla S. Cockerell
Honors Projects
This paper encompasses an examination of defective data collection, algorithms, and practices that continue to be cycled through society under the illusion that all information is processed uniformly, and technological innovation consistently parallels societal betterment. However, vulnerable communities, typically the impoverished and racially discriminated, get ensnared in these harmful cycles due to their disadvantages. Their hindrances are reflected in their information due to the interconnectedness of data, such as race being highly correlated to wealth, education, and location. However, their information continues to be analyzed with the same measures as populations who are not significantly affected by racial bias. Not …
Lead…For Father’S Sake: An Autoethnography On Leadership Growth In Western And Indigenous Contexts, Dau D. Jok
Lead…For Father’S Sake: An Autoethnography On Leadership Growth In Western And Indigenous Contexts, Dau D. Jok
The Qualitative Report
This autoethnography examines the juxtaposition of Western and Indigenous ideas of leadership through my lens and experiences as a refugee, student-athlete, a patriarch in a sub-Saharan African culture, and Soldier. I utilized existing literature on leadership perspectives from multiple regions (McManus & Perruci, 2015) to contextualize the study, revealing insights into differences in leader-follower relationship, decision-making, and responsibilities. Although the Western context, specifically the United States, is predominantly individualistic, I highlight the versatility and plurality of its leadership—sports and the military provide the most potent examples. Leaders in the Western context are judged on their leadership role, whereas Indigenous leaders …
The Process Of Collaboration In Regulating Street Vendors In Bandung City, Kurniadi Kurniadi, Ema Sumarna Mr
The Process Of Collaboration In Regulating Street Vendors In Bandung City, Kurniadi Kurniadi, Ema Sumarna Mr
The Qualitative Report
The development of the city of Bandung, as a service and trade centre in the province of West Java, Indonesia, is experiencing problems with the complexity of urban planning, including congestion and a slum environment, one of which is street vendors (abbreviated in Indonesian as Pedagang Kaki Lima/PKL). Street vendors in the city of Bandung grow and develop, followed by process of changing economic and social characteristics. Street vendors, basically the informal sector, are slowly shifting as if to become the formal sector with considerable capital support and more robust economic and social networks. On the one hand, the existence …
Towards More Equitable Classrooms: A Review Of The Reflective Educator’S Guide To Classroom Research, Lourdes M. Quinones
Towards More Equitable Classrooms: A Review Of The Reflective Educator’S Guide To Classroom Research, Lourdes M. Quinones
The Qualitative Report
This is a book review of The Reflective Educator’s Guide to Classroom Research: Learning to Teach and Teaching to Learn Through Practitioner Inquiry (Dana & Yendol-Hoppey, 2020), a non-fiction book written to inform and guide in-service and pre-service teachers from development of teaching inquiries through to publication and presentation of findings. The authors also address the role of inquiry in the creation of more equitable classrooms. The book is easy to read and goes right to the heart of the information that busy teachers need to engage in organized and reflective inquiry. The authors summarize and organize key information in …
Adventure Science As Transformative Outdoor Education: An Exploration Of Learning, Laura Parson, Simon Donato, Jessie Johns
Adventure Science As Transformative Outdoor Education: An Exploration Of Learning, Laura Parson, Simon Donato, Jessie Johns
The Qualitative Report
In 2017, the Trump administration announced plans to reduce the size of the Bear's Ears National Monument (BENM) in Utah, greatly reducing the monument designated by the Obama administration and reducing protections on land viewed as sacred by multiple indigenous communities in the United States (Creadon & Bergren, 2019). In response to this Executive Order, a team of scientists and endurance athlete participants visited portions of the former BENM in May of 2019 to identify and map areas of cultural interest to help build a case for why and where the BENM’s original boundaries should be preserved. Through the lens …
Calling Out Street Harassment Of Women And Lgbtq People: A Review Of Kolysh’S Everyday Violence, Alexandra Nowakowski
Calling Out Street Harassment Of Women And Lgbtq People: A Review Of Kolysh’S Everyday Violence, Alexandra Nowakowski
The Qualitative Report
Street harassment often impacts people whose identities and presentations of self-intersect with femininity in any way. Yet, despite this frequent unwelcome scrutiny of our bodies and selves, few scholars have turned their own appraising gazes on street harassment in kind. Fewer still have centered queer and trans people in their inquiry. In Everyday Violence: The Public Harassment of Women & LGBTQ People, Dr. Simone Kolysh (2021) critically investigates street harassment from intersectional queer and nonbinary feminist perspectives. Their research both amplifies voices from survivors of harassment and directly explores perspectives from perpetrators of harassment. Per Kolysh’s own reflections, this …
Operationalizing The Constructs Of Privilege And Marginalization: A Developing Researcher’S Autoethnographic Exploration, David D. Perrodin, Richard Watson Todd
Operationalizing The Constructs Of Privilege And Marginalization: A Developing Researcher’S Autoethnographic Exploration, David D. Perrodin, Richard Watson Todd
The Qualitative Report
Although the notions of privilege and marginalization have become a common theme in research, the application of these concepts to extralocal teachers of English (ETEs; i.e., non-local, non-native, or native foreign English teachers who are not citizens of the national community in which they teach) in applied linguistics has been problematic. Much of this research has equated characteristics of marginalization with implicit bias and structural inequity, and privilege as immunity to such prejudice and discrimination, while other work has viewed these constructs as subjective feelings influencing foreign teacher identities. These problematic depictions of privilege and marginalization have resulted in a …
Implicit Theories On Learning Assessment And The Use Of Triangulation As A Means Of Qualitative Validity And Reliability, Roberto Bellido-García, Alejandro Cruzata-Martinez Dr., Martha Ponce Marín, Luis Gerardo Rejas Borjas
Implicit Theories On Learning Assessment And The Use Of Triangulation As A Means Of Qualitative Validity And Reliability, Roberto Bellido-García, Alejandro Cruzata-Martinez Dr., Martha Ponce Marín, Luis Gerardo Rejas Borjas
The Qualitative Report
This article discusses assessment practices in primary education and implicit theories in teaching. Cultural practice and social interactions in the classroom create personal experiences, which are the basis for teachers’ individual mental representations, known as implicit theories. These conceptions guide their teaching, but they are not generally studied, unlike the theories of the scientific community. Although implicit theories may be different, teachers from the same educational institution generally share them and they regulate them in relation to the context. This study seeks to identify and interpret the implicit theories on learning assessment of a primary school teacher in Puno, Peru. …
To What Extent Should Qualitative Inquiry Be Scientific? Notes From And Inspired By An Unscripted Panel Presentation, James A. Bernauer, Sheryl Chatfield, Robin Cooper, Marilyn Lichtman, Rikki Mangrum, Martha Snyder
To What Extent Should Qualitative Inquiry Be Scientific? Notes From And Inspired By An Unscripted Panel Presentation, James A. Bernauer, Sheryl Chatfield, Robin Cooper, Marilyn Lichtman, Rikki Mangrum, Martha Snyder
The Qualitative Report
The components of The Qualitative Report - TQR learning community – including the journal, the conference, and the NSU qualitative research graduate certificate – provide multiple opportunities for scholars to connect and collaborate. This paper is an extension of a moderated panel presentation from TQR 2021 in which we aimed to provide an organic demonstration of how we, as members of the TQR community, aimed to learn from each other through a process of personal construction of understanding, followed by social re-construction of our understanding of the same phenomenon in response to others’ responses. To prepare for the session, five …
The Effect Of Covid-19 On Depression In Hispanic Vs. Non-Hispanic Populations In South Jersey, Rana Cheikhali, Daniel Casal
The Effect Of Covid-19 On Depression In Hispanic Vs. Non-Hispanic Populations In South Jersey, Rana Cheikhali, Daniel Casal
Rowan-Virtua Research Day
The COVID-19 pandemic has been challenging for Americans and the world as a whole. It has especially taken a toll on mental health. Studies show that the incidence of depression in the United States was three times greater during the pandemic compared to pre-pandemic times. One specific community in the United States that has been greatly affected by the pandemic is the Hispanic American community. Many Americans across the country have received federal surveys that aim to determine the social and economic impacts of COVID-19. Results revealed that the Hispanic population had the greatest rise in mental illness, with 40% …
Has There Been Another “Ferguson Effect”?, Megan Majewski
Has There Been Another “Ferguson Effect”?, Megan Majewski
Political Science Theses and Capstones
On May 25th, 2020, America stood still as they watched the video of Officer Derek Chauvin press his knee onto the neck of George Floyd leading to his death. Protests, riots, and calls to defund the police all ensued in the following months. I focus on how Floyd’s death changed attitudes towards law enforcement and may have contributed to an increase in crime, similar to the idea of a Ferguson effect, perhaps there was a Floyd effect in 2021. I focused this research on 69 cities, using crime data from the Major Cities Chiefs Association. I then measured …
An Analysis Of The Suspect: The Impact Of Economic Conditions On Crime, Ryan Perez
An Analysis Of The Suspect: The Impact Of Economic Conditions On Crime, Ryan Perez
Economics Undergraduate Honors Theses
Every place in the world experiences a level of crime within its borders, but there is much contention as to which factors lead to crime. Economic conditions, due to their association with poverty, are frequently discussed as a possible contributors to crime rates. This analysis examines four macroeconomic variables (GDP per capita, unemployment rate, inflation rate, and interest rate) and their effect on crime rates (violent, property, and total). After thoroughly reviewing the philosophical nature of crime, the current economic conditions through the lens of the selected macroeconomic variables, and the present criminal landscape throughout the United States and the …
Socioeconomic Landscape Restructuring Caused By Property Appreciation Rates, Abner Garcia
Socioeconomic Landscape Restructuring Caused By Property Appreciation Rates, Abner Garcia
Electronic Theses, Projects, and Dissertations
Real estate property has historically been considered the bedrock of the American Dream and a primary method used to build wealth. However, homeownership has not been attainable for many people because property appreciation rates have consistently exceeded income growth. Available research indicates that rapid appreciation rates pressure low to average income earners out of their counties of residence towards more affordable counties’ residencies. This creates a problem where the receiving counties have increased demand and prices which starts a cycle of migration for lower income populations. Shifting populations can change the economic and demographic characteristics of counties. Previous research that …
Drug-Facilitated Sexual Assault At The University Of Arkansas, Barrett Weidman
Drug-Facilitated Sexual Assault At The University Of Arkansas, Barrett Weidman
Chemical Engineering Undergraduate Honors Theses
This work was written to fulfill two main purposes. First, to help survivors of Drug-Facilitated Sexual Assault (DFSA) process their experience by compiling the toxicological, pharmacological, and distribution of the three most used date-rape drugs. Second, to gauge the knowledge and interest of University of Arkansas students regarding drug impairments, sexual assault education, and bystander intervention training. A survey was conducted for the latter and revealed that 91.6% of students believe the University’s existing sexual assault prevention education and bystander intervention training have room for improvement. Also, 37.1% of students who have received this education report that the programming does …
Changing Lives Through Art: A Book Review Of Stephen Snow’S Ethnodramatherapy, Johnny Saldana
Changing Lives Through Art: A Book Review Of Stephen Snow’S Ethnodramatherapy, Johnny Saldana
The Qualitative Report
This book review introduces qualitative researchers to a specialized art form: ethnodramatherapy, the production of a play based on the study of the actions and thoughts of a group of people which aims to have a therapeutic effect on the individuals in the group. Stephen Snow’s Ethnodramatherapy: Integrating Research, Therapy, Theatre and Social Activism into One Method documents his decades-long work and expertise as a Registered Drama Therapist. Ethnodramatherapy is a multidisciplinary blend of qualitative research, mixed methods evaluation, arts-based research, dramatic improvisation for devised theatrical production, autoethnographic introspection, and—most notably—strategic therapeutic goals with selected participants from various populations. Ethnodramatherapy …
Beliefs About Safe Traffic Behaviors Among Male High School Students In Hamadan, Iran: A Qualitative Study Based On The Theory Of Planned Behavior, Vahid Ranaei, Alireza Shahab Jahanlu, Laleh Hassani, Ghodratollah Roshanaei, Kristin Haglund, Jagnoor Jagnoor, Forouzan Rezapur Shahkolaei
Beliefs About Safe Traffic Behaviors Among Male High School Students In Hamadan, Iran: A Qualitative Study Based On The Theory Of Planned Behavior, Vahid Ranaei, Alireza Shahab Jahanlu, Laleh Hassani, Ghodratollah Roshanaei, Kristin Haglund, Jagnoor Jagnoor, Forouzan Rezapur Shahkolaei
The Qualitative Report
Road traffic injuries are public health challenges with heavy economic and social burdens. Road traffic injuries are common in developing countries and occur disproportionately with adolescents. This study aimed to elicit beliefs about traffic behaviors based on the theory of planned behavior among male high school students in Hamadan, Iran. We used a constructivist-interpretive qualitative design with directional content analysis. Interviews were conducted with 19 adolescent males in Hamadan, Iran. Analysis revealed that theory of planned behavior fit well to explain how perceptions, attitudes, and beliefs influenced traffic behaviors. Perceived subjective norms in the forms of parental encouragement, traffic rules …