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Thematic Analysis

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Full-Text Articles in Social and Behavioral Sciences

Coming Out Experiences Related To Improved Well-Being Among Religious Sexual And Gender Minorities, Samuel Skidmore May 2024

Coming Out Experiences Related To Improved Well-Being Among Religious Sexual And Gender Minorities, Samuel Skidmore

All Graduate Theses and Dissertations, Fall 2023 to Present

Sexual and gender minorities (SGMs; individuals who identify as LGBTQ+ and/or who do not identify as cisgender and heterosexual) often come out to others as a way to improve their connections, feel more authentic, and improve their mental health. However, coming out is often a frightening and stress-inducing process, and SGMs’ overall well-being may depend on how they approach these conversations and how others respond. In an effort to better understand these experiences and to provide a scientifically-validated “guide” to SGMs and those to whom they come out, we conducted three studies that examine when coming out goes well and …


Caucasian Social Workers’ Cultural Competence Regarding Advance Care Planning Among Southern African Americans, Lisa Mitchell Jan 2023

Caucasian Social Workers’ Cultural Competence Regarding Advance Care Planning Among Southern African Americans, Lisa Mitchell

Walden Dissertations and Doctoral Studies

Caucasian social workers who work in healthcare and implement advance care planning (ACP) may not be competent regarding African Americans’ reluctance to complete advance directives. Research is lacking on how Caucasian social workers in Louisiana are increasing their cultural competence regarding the interplay of historical trauma, past medical mistrust, and spiritual beliefs on African Americans’ use of ACP. This study explored how Caucasian social workers are increasing their cultural competence regarding the interplay of historical trauma, past medical mistrust, and spiritual beliefs on African Americans’ use of ACP. The conceptual framework that guided this study was the cultural competence model. …


Caucasian Social Workers’ Cultural Competence Regarding Advance Care Planning Among Southern African Americans, Lisa Mitchell Jan 2023

Caucasian Social Workers’ Cultural Competence Regarding Advance Care Planning Among Southern African Americans, Lisa Mitchell

Walden Dissertations and Doctoral Studies

Caucasian social workers who work in healthcare and implement advance care planning (ACP) may not be competent regarding African Americans’ reluctance to complete advance directives. Research is lacking on how Caucasian social workers in Louisiana are increasing their cultural competence regarding the interplay of historical trauma, past medical mistrust, and spiritual beliefs on African Americans’ use of ACP. This study explored how Caucasian social workers are increasing their cultural competence regarding the interplay of historical trauma, past medical mistrust, and spiritual beliefs on African Americans’ use of ACP. The conceptual framework that guided this study was the cultural competence model. …


Exploring Experiences Withcontraceptive Discontinuation, Julia Giurleo Aug 2022

Exploring Experiences Withcontraceptive Discontinuation, Julia Giurleo

Honors Program Theses and Projects

The purpose of this study was to explore women’s experiences with contraceptive discontinuation and to analyze the importance of various factors that influenced the decision to switch or discontinue contraceptives. Qualitative interviews asking participants about their experiences with contraceptive discontinuation and decision making were conducted with 15 participants between the ages of 18 and 45 (M = 27.6, SD = 7.9). Thematic analysis was applied to these interviews, and we identified four themes in the data. The first theme, Early Experiences with Contraceptives, explored the similar perceptions that women had towards the beginning of their contraceptive journeys that led to …


Providers’ Perceptions Of Chiropractic Care In Treatment Of Opioid Addiction, Rebekah Jan Khan Jan 2022

Providers’ Perceptions Of Chiropractic Care In Treatment Of Opioid Addiction, Rebekah Jan Khan

Walden Dissertations and Doctoral Studies

Fifteen hundred people in the United States die each week from opioid-related overdoses. In addition, the U.S. court system has been inundated with individuals facing legal proceedings, with opioid addiction, impacted competency, and recidivism. There has been a call for alternatives to address the crisis. The purpose of this qualitative study was to explore the perceptions of (addiction) providers regarding chiropractic treatment in the management of opioid addiction. The health belief theory was used to guide the study. Interview data were collected from six participants via Zoom or phone. Thematic analysis resulted in four emergent themes: lack of knowledge of …


Caregiver Experience Of Voice And Choice In Wraparound Systems Of Care, Kathryn O'Neil Jan 2022

Caregiver Experience Of Voice And Choice In Wraparound Systems Of Care, Kathryn O'Neil

Antioch University Full-Text Dissertations & Theses

The following is a qualitative study of the caregiver’s experience of having voice and choice in the New Hampshire wraparound program, conducted through Keene State College’s Behavioral Health Improvement Institute (BHII). Wraparound systems of care emphasize the family’s role in directing the generation of a network of supports for intervening with a youth with Severe Emotional Disturbances (SED). Indeed, caregiver voice and choice are key principles of this service delivery model. There are many established benefits to encouraging family involvement in systems of care, but little research to date on the subjective caregiver experience. A review of literature covers the …


Sunny Days Ahead: Messages During A Pandemic: Creative Strategies And Themes In Health And Wellness Public Service Ads By The Ad Council, Meenakshi Trichur Venkitasubramanian Dec 2021

Sunny Days Ahead: Messages During A Pandemic: Creative Strategies And Themes In Health And Wellness Public Service Ads By The Ad Council, Meenakshi Trichur Venkitasubramanian

Doctoral Dissertations

Public Service Advertising is an essential field of study because of its ability to impact and shape public behavior and community changes. Historically, the advertising industry has come together during the times of world war to form an association, the Ad Council, to help create awareness to the public. Over the past 75 years, the Ad Council has contributed to the various causes by communicating and advertising to encourage better habits and behavior. The Ad Council has collaborated with CDC and COVID Collaborative to communicate the right messages about coronavirus response and COVID-19 vaccine during this pandemic. The purpose of …


A Thematic Analysis Of The Attitudes And Perceptions Of Faculty Towards Inclusion Of Interprofessional Education In Healthcare Curriculum, Jitendra Singh, Tracy Eisenschenk Jul 2021

A Thematic Analysis Of The Attitudes And Perceptions Of Faculty Towards Inclusion Of Interprofessional Education In Healthcare Curriculum, Jitendra Singh, Tracy Eisenschenk

International Journal of Health Sciences Education

This qualitative study aimed to explore attitudes and perceptions of faculty towards inclusion of interprofessional education (IPE) in healthcare curriculum. Efforts were made to explore faculty members’ definition of IPE, significance of including IPE in content and curriculum and resources available to implement such initiatives in healthcare education programs. Further, challenges faced while including IPE in curriculum were also explored. Face to face semi structured interviews were conducted, and a six-step thematic analysis framework was utilized to analyze the collected data. Further, four dimension criteria was utilized to establish the rigor of the study. Eleven participants across undergraduate and graduate …


Drawing Normal Curves: A Visual Analysis Of Feedback In Writing-To-Learn Assignments In An Introductory Statistics Course For Community College Students, Samantha Estrada Aguilera Dec 2020

Drawing Normal Curves: A Visual Analysis Of Feedback In Writing-To-Learn Assignments In An Introductory Statistics Course For Community College Students, Samantha Estrada Aguilera

The Qualitative Report

Writing-to-learn benefits students in polishing their communication skills and understanding of statistical concepts cultivating a deeper understanding of statistics. A series of writing-to-learn activities were given to introductory statistics students at a community college in the Rocky Mountain region of the United States. Historically, research on the teaching and learning of statistics has been performed on undergraduates while overlooking the experiences of community college students in learning statistics. A total of 79 students completed the feedback instrument over the course of three semesters (Summer 2017, Fall 2017, and Spring 2018). The feedback instrument included three Likert scale questions, two open-ended …


Workplace Bullying In Healthcare: A Qualitative Analysis Of Bystander Experiences, Neill James Thompson Mr, Madeline Carter, Paul Crampton, Bryan Burford, Jan Illing, Gill Morrow Nov 2020

Workplace Bullying In Healthcare: A Qualitative Analysis Of Bystander Experiences, Neill James Thompson Mr, Madeline Carter, Paul Crampton, Bryan Burford, Jan Illing, Gill Morrow

The Qualitative Report

Bystander action has been proposed as a promising intervention to tackle workplace bullying, however there is a lack of in-depth qualitative research on the direct experiences of bystanders. In this paper, we developed a more comprehensive definition of bullying bystanders, and examined first person accounts from healthcare professionals who had been bystanders to workplace bullying. These perspectives highlighted factors that influence the type and the extent of support bystanders may offer to targets. Semi-structured telephone interviews were conducted with 43 healthcare professionals who were working in the UK, of which 24 had directly witnessed bullying. The data were transcribed and …


Using Digital Technology To Address Confirmability And Scalability In Thematic Analysis Of Participant-Provided Data, Chung Joo Chung, J. Patrick Biddix, Han Woo Park Sep 2020

Using Digital Technology To Address Confirmability And Scalability In Thematic Analysis Of Participant-Provided Data, Chung Joo Chung, J. Patrick Biddix, Han Woo Park

The Qualitative Report

This article presents a technique for analyzing large-scale qualitative data to address considerations for scalability and confirmability in thematic analysis of participant-provided data. A network approach provides a consistent means of coding that scales with the size of the dataset and is verifiable using standardized methods. This form of data analysis can be used with smaller data sources including interview transcripts as well as large data sources such as open-ended survey responses. A constructivist (inductive) approach is maintained and needed, however, to aid in interpretation of latent constructs. In this article, we provide both a conceptual overview of the co-word …


Gendered Processes And Women’S Stunted Career Growth: An Exploratory Study Of Female Software Engineers, Sucharita Maji, Shikha Dixit Aug 2020

Gendered Processes And Women’S Stunted Career Growth: An Exploratory Study Of Female Software Engineers, Sucharita Maji, Shikha Dixit

The Qualitative Report

In the present qualitative study, we explored to what extent gender has been an integral part of workplace experience and career growth among female software engineers in Indian Information and Technology sector. Following a purposive sampling strategy, data were drawn from twenty-one female software engineers. Semi-structured, in-depth interviews were conducted. A hybrid of theoretical and inductive thematic analysis was done to answer the research questions. For analyzing the data through theoretical thematic analysis, Acker's (1990) “Hierarchies, Jobs, Bodies: A Theory of Gendered Organizations” was used as the theoretical lens. The result revealed that four features of gendered processes in the …


Pencil Or Keyboard? Boys’ Preferences In Writing, Jennifer L. Sze, Jane Southcott Jul 2020

Pencil Or Keyboard? Boys’ Preferences In Writing, Jennifer L. Sze, Jane Southcott

The Qualitative Report

Handwriting is an important subject in primary schools, especially in the Early Years. The importance of writing skill is now seen as a debate with the increasing demand on children to learn technology skills to help them with 21st Century learning—how to write on the keyboard effectively. The topic is important because handwriting is an essential life skill to have with or without technology. In this study, I looked at the importance of both in the context of the qualitative case studies in three schools in Melbourne, Australia. The aim of the research is to explore how do students …


Exploring Self-Silencing In Workplace Relationships: A Qualitative Study Of Female Software Engineers, Sucharita Maji, Shikha Dixit Jun 2020

Exploring Self-Silencing In Workplace Relationships: A Qualitative Study Of Female Software Engineers, Sucharita Maji, Shikha Dixit

The Qualitative Report

Self-silencing has been extensively studied in the context of the relational aspect of the female psyche. The previous research on self-silencing mostly emphasized on intimate partner relationships and not much is explored in the context of workplace relationships, that is, relationships with colleagues, team managers etc. The present study aims to explore the self-silencing phenomenon in workplace relationships among a sample of female software engineers (N=21) in India. A purposive sampling strategy was used to select the participants of the study. Semi-structured, in-depth interviews were conducted to collect the data for the thematic analysis. At first, theoretical thematic analysis was …


The Dynamic Of Performing Social Relations Amongst Managers And Supervisors: A Thematic Analysis, Tri Astuti, Avin Fadilla Helmi, Aniq Hudiyah Bil Haq, Mohamad Dziqie Aulia Al Farauqi Mar 2020

The Dynamic Of Performing Social Relations Amongst Managers And Supervisors: A Thematic Analysis, Tri Astuti, Avin Fadilla Helmi, Aniq Hudiyah Bil Haq, Mohamad Dziqie Aulia Al Farauqi

The Qualitative Report

This study investigated the factors, dimensions, and dynamic flow of the manager-supervisor social relationship in a company with family values. This research was a qualitative study with a thematic analysis approach based on the six-step thematic analysis from Braun and Clarke (2006). The authors used open-ended questionnaires and interviews as data gathering tools. This study found that the three factors that influence four interrelated dimensions can result in group cohesiveness, target achievement, and performance improvement. The results of this study can be used in policy-making by considering the social relationship between employees as a supporting factor in achieving organizational goals. …


Application Of Rigour And Credibility In Qualitative Document Analysis: Lessons Learnt From A Case Study, Leanne M. Wood, Bernadette Sebar, Nerina Vecchio Feb 2020

Application Of Rigour And Credibility In Qualitative Document Analysis: Lessons Learnt From A Case Study, Leanne M. Wood, Bernadette Sebar, Nerina Vecchio

The Qualitative Report

This paper probes functions and processes of qualitative document analysis (QDA), a method widely used in case study research. It firstly demonstrates the application of a QDA framework to inform a case study of women entrepreneurs in rural Australia; and provides insights into the lessons learnt, including strengths and limitations of QDA. Secondly, the paper provides guidelines for novice researchers seeking to use thematic analysis in a QDA process, arguing for rigour in naming assumptions and explicitness about the procedures employed. The paper contributes to discussion in the literature that positions QDA not only as a convenient tool, but as …


Conceptual Understanding Of Sustainability Among Academic Administrators Of Pakistan Public Universities, Syed Kaleem Ullah Shah Bukhari, Hamdan Said, Faizah Mohamad Nor Jan 2020

Conceptual Understanding Of Sustainability Among Academic Administrators Of Pakistan Public Universities, Syed Kaleem Ullah Shah Bukhari, Hamdan Said, Faizah Mohamad Nor

The Qualitative Report

The transition of higher education institutions (HEIs) from a traditional role to a modern one has focused on the advancement of the innovative idea of sustainability in their functions. HEIs played their traditional role in promoting the disciplinary nature of teaching and research. The modern role of HEIs makes demands for not only knowledge to be promoted but also for the gap between academia and society to be bridged. This modern role is a fundamental principle of sustainability. Lack of understanding of the concept of sustainability causes hurdles in taking sustainable initiatives. The status of sustainability in Pakistan is in …


Factors Behind Dissuasion To Green Products Among Young Consumers: A Qualitative Study, Anitha Acharya Dr. Dec 2019

Factors Behind Dissuasion To Green Products Among Young Consumers: A Qualitative Study, Anitha Acharya Dr.

The Qualitative Report

The current estimated market share for green consumption is less than five percent worldwide, therefore it is very important to understand the factors that stimulate non green consumption among young consumers since this can promote environmental thinking at an early age and also to increase the demand for green products. In these circumstances, emerging countries like India have contributed very less to the consumption of green products and environmental effects. India is among the fastest growing economies in the world. With the increase in population as well as in disposable income, India is expected to see a growth in green …


Teachers’ Perceptions Of The Home-School Collaboration: Enhancing Learning For Children With Autism, Chana S. Josilowski Dec 2019

Teachers’ Perceptions Of The Home-School Collaboration: Enhancing Learning For Children With Autism, Chana S. Josilowski

The Qualitative Report

This study aimed to explore the relationship between teachers and students’ families and address the deficiencies in the body of research regarding the performance gap between children with autism and their age-equivalent peers. The research question was: How do teachers of children with autism perceive the home-school collaboration and its impact on learning? Ten state-certified special educators with at least 3 years’ experience teaching children with autism, and experience collaborating with their students’ families participated in face-to-face interviews, answering 8 open-ended questions in this generic qualitative study. Inductive thematic analysis yielded 6 themes: (a) collaboration improves learning, (b) communication is …


Undoing Reform: How And Why One School Leader Cleared A Shifting Path To Goal Attainment, Jennifer R. Karnopp Nov 2019

Undoing Reform: How And Why One School Leader Cleared A Shifting Path To Goal Attainment, Jennifer R. Karnopp

The Qualitative Report

Research on school reform highlights challenges school leaders face in implementing and sustaining reforms. While some efforts fade away, others are intentionally dismantled, or “undone” as schools revert back to their traditional model of schooling. Considering how often reforms fail to sustain, there is value in understanding why school leaders decide undo reforms, and how leaders support staff through the undoing process. Utilizing path-goal theory as a framework, this paper I examined the case of one elementary school principal who planned in this undoing of a competency-based reform she had previously championed. Analysis reveals that the shift back to a …


Identification Of Instructional Design Strategies For An Effective E-Learning Experience, B S S Karthik, Brig Bhuvanagiri Chandrasekhar, Dr Rajasekhar David, Dr A Kranthi Kumar Jul 2019

Identification Of Instructional Design Strategies For An Effective E-Learning Experience, B S S Karthik, Brig Bhuvanagiri Chandrasekhar, Dr Rajasekhar David, Dr A Kranthi Kumar

The Qualitative Report

The objective of the study is to identify various instructional design strategies used by the instructional designers for effective the E-learning experience. Thematic analysis is used to generate the factors accountable for the successful implementation of E-learning process. To fulfill the purpose of the study, semi-structured in-depth interviews were conducted with the instructional designers, students, and corporate employees, who are associated with E-learning apps. Interviews conducted are broadly classified into three sections. The first section dealt with the personal profiles of the respondents; second part dealt with the discussion on successful instructional strategies adopted by the designers, and the third …


Constructing Professional Identities: Native English-Speaking Teachers In South Korea, Natalie-Jane Howard Jul 2019

Constructing Professional Identities: Native English-Speaking Teachers In South Korea, Natalie-Jane Howard

The Qualitative Report

Responding to globalisation, a ubiquitous obsession with English has pervaded South Korea and led to the employment of tens of thousands of expatriate English teachers. However, native-speaking English as a Foreign Language (EFL) teachers may be subject to marginalisation and acculturation difficulties as they navigate overseas employment contexts. Moreover, scholars question the legitimacy of their careers and challenge the bias for their native-speaker expertise. Against this contentious backdrop, this study explores how the experiences and beliefs of native-speaking EFL teachers both promote and hinder their professional identity constructions. Adopting a qualitative, interpretivist approach, interviews are mobilised to document the participants’ …


Amputee Perspectives Of Virtual Patient Education, Sandra L. Winkler, Michelle Schlesinger, Krueger Alice, Ann Ludwig Jun 2019

Amputee Perspectives Of Virtual Patient Education, Sandra L. Winkler, Michelle Schlesinger, Krueger Alice, Ann Ludwig

The Qualitative Report

Amputees have expressed the need for more information on the recovery path that follows amputation. Inclusion of education in the amputation rehabilitation process empowers amputees to make decisions about their options and form realistic expectations. Virtual worlds are effective as healthcare support communities because they provide both synchronous and asynchrous communication, voice enabled technology, file sharing and more, enhanced by immersion in a visually stimulating and interactive 3-D environment. The objective of this research was to discover how a virtual world could be used to address amputees’ educational needs. A focus group of three lower limb amputees ages ranging from …


In Search Of Themes – Keys To Teaching Qualitative Analysis In Higher Education, Petra K. Boström May 2019

In Search Of Themes – Keys To Teaching Qualitative Analysis In Higher Education, Petra K. Boström

The Qualitative Report

Teaching research methods in psychology involves communicating a number of methods stemming from diverse philosophical traditions. The process of searching for themes is a central part of various qualitative methods of analysis and involves the transformation of coded raw data into a thematic structure. This process has often been briefly described which can create a problem for students who encounter qualitative analysis for the first time. The aim of the present paper is to explore how the process of transforming codes into a thematic structure can be described and communicated through higher education teaching. Literature on research methods and related …


The Fall Of The Gladiators: Wives’ Tales Of Concussion Reporting And (Possible) Progressive Neurodegenerative Disease In Nfl Players, Caroline E. Faure Edd; Atc, Madeline P. Casanova Mpe Jan 2019

The Fall Of The Gladiators: Wives’ Tales Of Concussion Reporting And (Possible) Progressive Neurodegenerative Disease In Nfl Players, Caroline E. Faure Edd; Atc, Madeline P. Casanova Mpe

The Qualitative Report

This study aims to uncover and describe stories of progressive cognitive, emotional, and behavioral decline in NFL players, as told by those who may know them best: their wives. The goal of the study was to simply explore and understand this new phenomenon with a group of individuals who had not yet been asked to voice their experiences. For this qualitative study, we conducted interviews with 20 wives of current and retired NFL players. Through thematic analysis of the wives’ narratives, we identified four themes that help to describe the wives’ attitudes and experiences. These were (a) Husbands’ Willingness to …


Indonesian Perspective Of Wellbeing: A Qualitative Study, Herdiyan Maulana, Patricia Obst, Nigar Khawaja Dec 2018

Indonesian Perspective Of Wellbeing: A Qualitative Study, Herdiyan Maulana, Patricia Obst, Nigar Khawaja

The Qualitative Report

Cross-cultural research suggests that wellbeing may be experienced differently by distinct populations. While research on wellbeing in non-Western populations has increased, there is limited empirical evidence regarding wellbeing in Indonesia. As the fourth largest country in the world, and with its unique socio-cultural characteristics, the potentially distinctive Indonesian experience of wellbeing has been overlooked by international scholars. The present research investigated the Indonesian perception of wellbeing using a qualitative thematic analysis approach. Thirty Indonesian adults participated in semi structured interviews which focused on their understanding and experience of wellbeing. The analysis revealed a number of keythemes: fulfilment of basic needs; …


Organizing The Three Forms Of Qualitative Inquiry: A Book Review Of Qualitative Inquiry – Thematic, Narrative And Arts-Based Perspectives, Umair Majid Dec 2018

Organizing The Three Forms Of Qualitative Inquiry: A Book Review Of Qualitative Inquiry – Thematic, Narrative And Arts-Based Perspectives, Umair Majid

The Qualitative Report

In this book review, I examine the structure, form, content, and purpose of Qualitative Inquiry: Thematic, Narrative and Arts-Based Perspectives by Lynn Butler-Kisber. This book aims to augment the teaching and learning of investigators engaging in qualitative inquiry. First, I explicate my positionality and reflexivity to contextualize the approach of this book review. Following this discussion, I analyze the book’s structure and content by comparing the alignment between the background, exemplars, and strategies with the intended purpose of the book. I conclude this book review with a summary of its benefits to novice investigators.


Data Analysis Methods For Qualitative Research: Managing The Challenges Of Coding, Interrater Reliability, And Thematic Analysis, Michael J. Belotto Phd Nov 2018

Data Analysis Methods For Qualitative Research: Managing The Challenges Of Coding, Interrater Reliability, And Thematic Analysis, Michael J. Belotto Phd

The Qualitative Report

The purpose of this article is to provide an overview of some of the principles of data analysis used in qualitative research such as coding, interrater reliability, and thematic analysis. I focused on the challenges that I experienced as a first-time qualitative researcher during the course of my dissertation, in the hope that how I addressed those difficulties will better prepare other investigators planning endeavors into this area of research. One of the first challenges I encountered was the dearth of information regarding the details of qualitative data analysis. While my text books explained the general philosophies of the interpretive …


Exploring Intersecting Program Elements In Longer-Term Concurrent Disorder Services For Adults: A Qualitative Evaluation, Aaron Turpin, Micheal L. Shier Oct 2018

Exploring Intersecting Program Elements In Longer-Term Concurrent Disorder Services For Adults: A Qualitative Evaluation, Aaron Turpin, Micheal L. Shier

The Qualitative Report

Previous research highlights multiple factors that impact the attainment of client-identified recovery goals in substance misuse treatment programs. However, fewer studies examine how programs meet the broad range of needs expressed by clients through their intersecting elements of service delivery. This study seeks to develop an understanding of intersecting program and recovery elements in relation to an overall framework for programming, focusing on how overlapping elements of treatment ventured to support clients in multiple areas of their recovery. Qualitative interviews were conducted with clients (n=41) in three longer term substance use treatment programs, and data from interviews were analysed using …


Thematic Analysis To Assess Indian Consumers Purchase Intention For Organic Apparel, Sandhya G, Sushanta Kumar Mahapatra Aug 2018

Thematic Analysis To Assess Indian Consumers Purchase Intention For Organic Apparel, Sandhya G, Sushanta Kumar Mahapatra

The Qualitative Report

Consumer behavior is dynamic, and there is a beauty in trying to understand consumer’s intention for a product category like organic apparel, especially when it is a unique phenomenon that is scantly explored in an emerging economy like India. This paper is an attempt at understanding the factors that influence Indian consumer’s intention to purchase organic apparel. A purposive sampling procedure was adopted in selecting participants. A focus group discussion was conducted to capture data for the thematic analysis. Theoretical thematic analysis was conducted by relying on the theory of planned behavior model. Inductive thematic analysis gave way for other …