Social Statistics Commons^™

How Data Curation Enables Epistemically Responsible Reuse Of Qualitative Data, Sebastian Karcher, Dessislava (Dessi) Kirilova, Christiane Pagé, Nic Weber

The Qualitative Report

Data sharing and reuse are becoming the norm in quantitative research. At the same time, significant skepticism still accompanies the sharing and reuse of qualitative research data on both ethical and epistemological grounds. Nevertheless, there is growing interest in the reuse of qualitative data, as demonstrated by the range of contributions in this special issue. In this research note, we address epistemological critiques of reusing qualitative data and argue that careful curation of data can enable what we term “epistemologically responsible reuse” of qualitative data. We begin by briefly defining qualitative data and summarizing common epistemological objections to their shareability …

Conducting Thematic Analysis With Qualitative Data, Chad R. Lochmiller

The Qualitative Report

This article discusses one approach to conducting thematic analysis using structured qualitative data collected from focus groups. Thematic analysis is one of the most used but often poorly defined approaches in the qualitative research community. The method is principally concerned with the identification of patterns which are then reported as researcher-generated themes. In this article, I use data obtained from the Qualitative Data Repository to demonstrate how secondary qualitative data can be analyzed to produce themes. I note the ways in which this process unfolds as well as how it differs from other techniques.

Sort And Sift, Think And Shift: Let The Data Be Your Guide An Applied Approach To Working With, Learning From, And Privileging Qualitative Data, Raymond Maietta, Paul Mihas, Kevin Swartout, Jeff Petruzzelli, Alison B. Hamilton

The Qualitative Report

The Sort and Sift, Think and Shift qualitative data analysis approach is an iterative process where analysts dive into data to understand its content, dimensions, and properties, and then step back to assess what they have learned and to determine next steps. Researchers move from establishing an understanding of what is in the data (“Diving In”) to exploring their relationship to the data (“Stepping Back”). This process of “Diving In” and “Stepping Back” is repeated throughout analysis. To conclude, researchers arrive at an evidence-based meeting point that is a hybrid story of data content and researcher knowledge. To illustrate core …

Using Framework Analysis In Applied Qualitative Research, Laurie J. Goldsmith

The Qualitative Report

Framework analysis and applied qualitative research can be a perfect match, in large part because framework analysis was developed for the explicit purpose of analyzing qualitative data in applied policy research. Framework analysis is an inherently comparative form of thematic analysis which employs an organized structure of inductively- and deductively-derived themes (i.e., a framework) to conduct cross-sectional analysis using a combination of data description and abstraction. The overall objective of framework analysis is to identify, describe, and interpret key patterns within and across cases of and themes within the phenomenon of interest. This flexible and powerful method of analysis has …

Discursive Psychology For Applied Qualitative Research, Jessica N. Lester, Michelle O'Reilly

The Qualitative Report

In this paper, we offer discursive psychology (DP) as a particularly useful analytic approach for engaging in applied research. We begin by overviewing the broad area of discourse analysis and then more specifically describe the contours of discursive psychology. Drawing upon a secondary, shared dataset, we provide a general discussion of the analytic process for conducting a DP informed analysis and offer some example findings. Notably, we highlight the limitations of doing DP work when working with a secondary data set and point also toward the possibilities and opportunities.

Applied Qualitative Data Analysis After The Ontological Turn, Travis Marn, Jennifer R. Wolgemuth

The Qualitative Report

In this article we demonstrate the use and usefulness of new materialism as an analytic lens in applied qualitative inquiry. Intended as a possible entry point to applied inquiry after the ontological turn, we draw on Barad’s agential realism to analyze three existing transcripts of focus groups conducted with healthcare workers, traditional birth attendants, and mothers to explore the postnatal care referral behavior of traditional birth attendants in Nigeria. We describe elements of our data analysis process including deep reading, summoning of the inquiry, delaying the inquiry, attuning to glowing data, and writing. We explore how the research phenomenon enacted …

Aproximaciones Al Duelo Migratorio De Los Venezolanos Residentes En La Ciudad De Medellín, Colombia: Un Estudio Cualitativo, Katy L. Millán Otero Srita, Nicolasa M. Duran Palacio Dra, Liliana M. Castaño Cano Srita

The Qualitative Report

El éxodo de los migrantes venezolanos a Colombia se ha convertido un tema presente en la agenda pública nacional e internacional. Esta investigación buscó aproximarse a la experiencia de los duelos migratorios de los venezolanos, específicamente el duelo a la familia y amigos, a la lengua, la cultura, la tierra, el estatus social, el contacto con el grupo étnico y los riesgos para la integridad física. Se enmarcó en el horizonte cualitativo de investigación, bajo el método fenomenológico hermenéutico. Los hallazgos develan que los migrantes presentaban una baja vulnerabilidad al momento de migrar, que, sumado a la cercanía geográfica entre …

Comparing Girls’ And Boys’ Lived Bodies Of Middle School Students In Self-Defense Utilizing Participant Observation, Giovanna Follo

The Qualitative Report

The Frailty Myth proposes that the female body can be frozen, restricted by the ever present negative gendered narrative perpetuated by society. Embodiment occurs when the female body is thawed. The opposite can be argued for boys. Boys are taught to live their bodies, that is they have a sense of embodiment. Therefore, boys do not have to concern themselves with thawing their bodies as they already experience their bodies in strong and liberal ways. In this study, I compare how girls and boys live their bodies utilizing participant observation. Six themes emerged: being the instructor, gendered discourse in action, …

Questioning Standards Of Evaluation In Educational Research: Do Educational Researchers Ventriloquize Learners’ Voices In L2 Education?, Anastasia A. Boldireff

The Qualitative Report

Learners are not stakeholders in their own education. Adhering to the quantitative gold standard in English as a Second Language (ESL) deprives the learner from having a voice in their learning process. This paper addresses voicelessness and ventriloquism in ESL, ventriloquism referring to the act of voicing the thoughts of another person, in this case the system overriding the learners’ experiences. This article addresses this problem, aligning itself with the Platinum standard while challenging the quantitative gold standard in ESL research. This paper offers resonance and semantic reliability as evaluative measures in educational research taken from literary criticism. The notion …

Understanding Balance Of Payments And Its Link With Monetary Policy In Nigeria, Ocheuje Leonard Pius

Bullion

Developments in the balance of payments of any country is generally of interest to national policymakers, international investors, financial and economic analysts as well as international financial institutions. In recent times, Nigeria recorded persistent current account as well as overall BOP decits and these created discomfort among policy makers with regards to its sustainability and possible implications for the economy. This paper explores some of the major developments and trends in Nigeria's BOP as well as their interrelationship with other macroeconomic accounts. It also provided clarity to the structure and components of Nigeria's BOP statistics as compiled in line with …

Global Exploration On Bibliometric Research Articles: A Bibliometric Analysis, Nisrutha Dulla, Sugyanta Priyadarshini, Sumita Mishra, Sukanta Chandra Swain

Library Philosophy and Practice (e-journal)

Objective Bibliometric analysis is one of the profound instruments to measure the research output quantitatively based on geometrical and statistical evaluation. The objective of the current study is to provide structural overview of the voluminous research work done so far via bibliometric analysis to access the significance of this tool in academic research.

Methods A bibliometric analysis is performed by extracting 842 documents from Scopus database in CSV form from 2000 till April 5, 2021. The retrieved data analyzed via Vos viewer reveals about the significantly contributing authors, countries, author keywords, cited references, total link strength, and co-occurrence of author …

Arkansas’S Culture Of Health 2011–2019: A Case Study Narrative Of Robert Wood Johnson Foundation Data Sets, Dylan Travis

Student Theses and Dissertations

Investigating the Robert Wood Johnson Foundation (RWJF) yearly data sets from 2011 to 2019, I illustrate the numerous health decade averages that exist at the county level within the state of Arkansas. These health decade averages are representative of both health factors and health outcomes as measured by the RWJF. The decade averages are compared both nationally and at the county level. I reveal both the positive and negative decade averages that exist within the state, and ideally, to encourage further original study. This is accomplished through a narrative and summative approach of the existing data.

Key Finding: Result Of A Qualitative Study Of Judicial Perspectives On The Sentencing Of Minor Drug Offenders In Indonesia: Structural Inequality, Cecep Mustafa

The Qualitative Report

Although there have been a number of recent developments in criminal justice research on the topic of structural inequality sentencing, much work is needed to explore the judicial perspective. Researchers use this paper illustrates how a recent study used qualitative semi-structure interviews to study current judicial perspectives on sentencing of minor drug offenders in Indonesia. This paper reports a recent study of judicial perspectives when sentencing minor drug offenders in Indonesia. Firstly, it reviews existing sentencing option and recent development that motivated me to explore the issues of justice among Indonesian Judges. Secondly, it reports the procedures and method used …

An Equitable Transformation Of The Energy System: The Role Of State-Level Incentives For Distributed Energy Resources, Trinidad A. Kechkian

Harvey M. Applebaum ’59 Award

One of the great obstacles to the transition to clean energy is that not everyone has an equal opportunity to participate. While previous research has demonstrated that the distribution of solar photovoltaic and battery storage technologies is correlated with race and ethnicity, income, educational attainment, and other variables, it has failed to perform similar analyses on specific clean energy incentive programs. This study evaluates the equitability of past and current state-level incentive programs for solar photovoltaic and battery storage systems in California and Massachusetts using multiple linear regression models. Among the most notable results, for the California programs that are …

An Inferentially Robust Look At Two Competing Explanations For The Surge In Unauthorized Migration From Central America, Nick Santos

Dissertations

The last 8 years have seen a dramatic increase in the flow of Central American apprehensions by the U.S. Border Patrol. Explanations for this surge in apprehensions have been split between two leading hypotheses. Most academic scholars, immigrant advocates, progressive media outlets, and human rights organizations identify poverty and violence (the Poverty and Violence Hypothesis) in Central America as the primary triggers responsible. In contrast, while most government officials, conservative think tanks, and the agencies that work in the immigration and border enforcement realm admit poverty and violence may underlie some decisions to migrate, they instead blame lax U.S. immigration …

Rethinking The Policies For Nurturing Teacher Identity Development In Indonesia, Jarjani Usman, Teuku Zulfikar, Dorine Lugendo

The Qualitative Report

This study explored supports given by in-service teachers to student-teachers for professional identity development in Indonesia. In this qualitative study, sixteen student teachers taking the course of Curriculum Development at an Islamic higher education institution in Aceh were grouped into six and assigned to six schools (primary to senior high) in two districts in Aceh, Indonesia, to communicate with classroom teachers regarding lesson plan and teaching materials. We also expected them to observe classroom practices if possible. In this way, student teachers gain real experiences on how the teachers develop their lesson plans and implement them in actual lessons, as …

Experimenting With Zmet: Issues And Adaptions, Tauheed Ahmad Ramjaun Dr

The Qualitative Report

This paper is aimed at academic researchers considering the adoption of the Zaltman Metaphor Elicitation Technique (ZMET) as a qualitative data collection method. It is meant to warn about the practical difficulties and challenges that the inexperienced ZMET researcher might face on the field. It argues that while the use of ZMET can allow for a deeper exploration of issues with participants, there could be potential challenges and issues that a novice ZMET researcher could face. Several recommendations are provided on potential adaptions to the technique based on the author’s own experience.

Adapting Practices From Qualitative Research To Tell A Compelling Story: A Practical Framework For Conducting A Literature Review, Neringa Kalpokaite Dr., Ivana Radivojevic

The Qualitative Report

Despite the literature review being a common task for researchers, the actual process of conducting a quality literature review can easily be taken for granted. In effort to help qualitative researchers, this paper presents a practical framework for conducting a literature review that stems from qualitative research practices. As a literature review is essentially an analysis of rich textual information, qualitative research concepts, and skills can be creatively applied to the process of conducting a literature review. The present paper aims to share the fruits of qualitative analysis with researchers from all disciplines so that they may make sense of …

Measuring Rental Affordability Dynamics For The Southern United States With Constant Quartile Mismatch, Bradley Curtis

Honors Theses

This project centers on the topic of rental housing affordability for southern metropolitan areas in the United States. In an attempt to understand how rents have changed in relation to incomes in cities throughout the American south, this study uses IPUMS data to compare changes in the distributions of rents and incomes from 2000 to 2019 for each of the geographies in question. The Constant Quartile Mismatch metric employed in this project was first implemented in the study "A constant quartile mismatch indicator of changing rental affordability in US Metropolitan areas, 2000 to 2016". This thesis hopes to extend the …

A Mixed-Methods Investigation Of Tefl Graduate Students’ Perspectives Of Qualitative Research: Challenges And Solutions In The Spotlight, Hassan Soodmand Afshar, Fatemeh Hafez

The Qualitative Report

This study explored the challenges of conducting qualitative research encountered by Iranian Teaching English as a Foreign Language (TEFL) graduate students and their solutions for them. To delve into the issue, 20 TEFL graduate students who had passed a research methodology course were selected based on their availability from among the participants of the study who were selected based on purposive sampling from various universities. The participants thus selected sat a semi-structured interview based on the results of which, a researcher-made five-point Likert-scale questionnaire was developed and validated. Next, one hundred TEFL graduate students who had passed the research methodology …

The Role Of Peer Irrigators On The Choice And Intensity Of Efficient Irrigation Techniques, Noah Hayward

Agricultural Economics and Agribusiness Undergraduate Honors Theses

We evaluate the use and the proportion of farmland that uses prominent irrigation practices in Arkansas, USA. A bi-variate sample selection model evaluates the determinants of the share of irrigated land in a farm that uses each practice. We evaluate the relationship between the irrigation practices peers use and the intensity that another farmer utilizes that same irrigation practice(s). So, if a peer of an Arkansas Delta farmer uses center pivot irrigation, for example, it increases the probability that the farmer him or herself will use acreage using center pivot by 66%. Conversely, a peer using surge irrigation only results …

Developing A Food Assistance Informational Graphic And Implementation Plan Based On Consumer Evaluation, Mckenna Cunningham

Agricultural Economics and Agribusiness Undergraduate Honors Theses

Food insecurity refers to the uncertainty of having or acquiring enough food to sustain all members of a household. In 2019, 10.5% of households in the United States reported being food insecure. Of that number, 4.1% of households reported ‘very low food security,” meaning that there were additional periods of time in which one or more household members restricted or forfeited their food intake due to lack of money or other resources (USDA, 2020). Without access to proper nutrition, the health of both adults and children are put at risk for illness including anxiety, high blood pressure, diabetes, and other …

How The Level Of Job Complexity Impacts The Gender Wage Gap Across Occupations, Zytlaly Magaña Corona

Electronic Theses, Projects, and Dissertations

The present study focused on unpacking the social and structural aspects of job complexity to better understand its effects on the gender wage gap. Previous research on the job complexity-compensation dynamic has primarily focused on cognitive complexity. Job complexity across occupations were examined using work activity data from O*NET and merging it with the Current Population Survey data sponsored by the U.S. Bureau of Labor Statistics (N=67,003). Results revealed that higher complexity jobs in this study yielded greater wage disparities across different occupations as predicted. Furthermore, physical activities and gaining knowledge from the Generalized Work Activities were the two most …

No More Shade: Deforestation And Rural-Urban Migration In Nigeria, Kambre Sims

Master's Theses

Some of the most well-documented motivating factors of migration in Nigeria include education, employment opportunities, and cultural conflicts. However, as the deforestation crisis has not improved and Nigeria has maintained its spot as the country with the most deforestation on Earth, access to critical forest resources may be in danger. In light of this crisis, this paper attempts to determine if deforestation has become a new motivating factor for migration as those in rural communities seek other avenues of obtaining those vital resources. Subsequently, Nigeria is also experiencing a housing crisis within its rapidly growing urban centers; obtaining and keeping …

A Comparative Analysis Of Bohemian And Irish Immigration During The Antebellum Period, Emily Suchan

Honors Projects

Compare and Contrast the immigration experience of an Irish and Bohemian (Czech) immigrant. This essay describes the history of both regions and analyzes the political and economic stressors for immigration during the second half of the nineteenth century. This essay specifically follows the Irish Famine immigrants and the Czechs who settled in Cleveland, OH

Engaging Social Science Students With Statistics: Opportunities, Challenges And Barriers, Charlotte Brookfield, Malcolm Williams, Luke Sloan, Emily Maule

Numeracy

In 2012, in a bid to improve the quantitative methods training of social science students in the UK, the £19.5 million Q-Step project was launched. This investment demonstrated a significant commitment to changing how we train social science students in quantitative research methods in the UK. The project has involved eighteen higher education institutions exploring and trialling potential ways of engaging social science students with quantitative approaches.

This paper reflects on the activities of one Q-Step centre based in the School of Social Sciences at Cardiff University. As well as describing some of the pedagogic changes that have been implemented, …

Perceived Stigma Among Family Members Of Persons Suffering From Mental Illness: A Narrative Exploration From West Bengal, India, Bidisha Banerjee, Shikha Dixit

The Qualitative Report

In this paper, we report the findings of a qualitative study that, aims to understand the family members’ subjective experiences with perceived stigma of mental illness. The theoretical standpoint and the research method for the study employed are social constructivist theory and narrative inquiry respectively. We conducted semi-structured and in-depth interviews with family members and others accompanying patients to an outpatient unit of a psychiatric clinic. The professionals and the administrative staff at the clinic gave additional interviews. The constant comparative method was employed for the analysis of the narratives. The findings suggest the existence of perceived and direct stigma …

The Issue Of Unemployment Among People With Disabilities, Angelina C. Pagano

English Department: Research for Change - Wicked Problems in Our World

The rate of unemployment for people with disabilities continues to rise greatly above that of people without disabilities. The issue seems to be exacerbated by employer biases and concerns which are not supported in the face of evidence. A lack of employer education on disability related subjects causes this misconception among both employers and the public as a whole. To resolve the underlying problem of miseducation, an increase in the self-identification of people with disabilities is necessary to provide researchers with data to assist in the formation of a revised curriculum.

Over-Complexifying Social Reality: A Critical Exploration Of Systematicity And Rigidification In Ethnographic Practice And Writing, Anson Au

The Qualitative Report

Qualitative methodological development has produced canonical tendencies that over-complexify and fix a fluid and lived social world. Meanwhile, critical theory has produced critiques on methodology but without enough attention to the qualitative tradition. I bridge these gaps by using an Adornoian position to interrogate the concepts of systematicity, rigidification, complexification, and their problems in ethnographic research and qualitative methodology. I conduct an urban ethnography and autoethnography of the metropolitan blasé as a public attitude of indifference to articulate an alternative, quotidian approach to ethnography that better captures social embeddedness, meaning-creation, and how contexts should drive data collection, analysis, and method-selection.

Distinctions And Something Between: An Inspection Of Eviatar Zerubavel’S Concept Driven Sociology, Krzysztof T. Konecki

The Qualitative Report

The paper presents short summaries and analyses of two books by Eviatar Zerubavel (2018a; 2020) that are demonstrations of his approach to cognitive sociology. The first book (2018a) shows examples of the analysis in Zerubavelian cognitive sociology, and the second one is a methodological and theoretical elaboration of his approach described in formal terms. We analyze the approach presented at the end of the paper, showing that the analysis of distinctions and perceptive categories is essential in Zerubavel analysis. Still, there is an unclear dimension (in between) included in the contexts of perception, lived experiences, and perception of …