scholarly journals Rigor and Ethics in the World of Big-team Qualitative Data: Experiences From Research in International Development

2018 ◽  
Vol 63 (5) ◽  
pp. 604-621 ◽  
Author(s):  
Laura Camfield

In the large international projects where many qualitative researchers work, generating qualitative Big Data, data sharing represents the status quo. This is rarely acknowledged, even though the ethical implications are considerable and span both process and product. I argue that big-team qualitative researchers can strengthen claims to rigor in analysis (the product) by drawing on a growing body of knowledge about how to do credible secondary analysis. Since this necessitates a full account of how the research and the analysis are done (the process), I consider the structural disincentives for providing these. Debates around credibility and rigor are not new to qualitative research in international development, but they intensify when new actors such as program evaluators and quantitative researchers use qualitative methods on a large scale. In this context, I look at the utility of guidelines used by these actors to ensure the quality of qualitative research. I ask whether these offer pragmatic suggestions to improve its quality, recognizing the common and hierarchized separation between the generation and interpretation of data, or conversely, whether they set impossible standards and fail to recognize the differences between and respective strengths of qualitative and quantitative research.

2021 ◽  
Vol 58 (1) ◽  
pp. 1558-1562
Author(s):  
Phramaha Padet Chirakulo Et al.

The purposes of this research were 1) to study the state of area, high efficient academic administration of Phrapariyattidhamma school, 2) to develop and propose the high efficient academic administration of Phrapariyattidhamma school. The mixed research methods; quantitative research and quantitative research were used and research tools were interview form and questionnaires. Results indicated that 1) the status of academic administration in Phrapariyattidhamma schools, was at a high appropriate level in 5 aspects. 2) In development of high efficient academic administration, personnel consisting of administrators, teachers, staffs and student must be developed in 6 aspects: 1) The curriculum must be continuously adjusted according to community contexts. 2) A new body of knowledge must be created in teaching and learning system. 3) Media and instruments must be up-to-date and can be accessed unlimitedly. 4) Teachers and staffs must create teaching innovation and generate the knowledge to community. 5) Learning area must cover academic, career training and ways to live a life for every level of people. 6) Learning sources must support physical, mental, moral and ethical values of society. The form of high efficient academic administration consisted of 5 aspects in academic administration and 6 aspects of high efficient qualification as 5A 6Q Model.


Author(s):  
Sebastian Karcher ◽  
Dessislava Kirilova ◽  
Christiane Pagé ◽  
Nic Weber

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 or usefulness for secondary analysis. We then introduce the concept of curation as enabling epistemologically responsible reuse and a potential way to address such objections. We discuss three recent trends that we believe are enhancing curatorial practices and thus expand the opportunities for responsible reuse: improvements in data management practices among researchers, the development of collaborative curation practices at repositories focused on qualitative data and technological advances that support sharing rich qualitative data. Using three examples of successful reuse of qualitative data, we illustrate the potential of these three trends to further improve the availability of reusable data projects.


2014 ◽  
Vol 116 (10) ◽  
pp. 1-46 ◽  
Author(s):  
Matthew Ronfeldt ◽  
Nathaniel Schwartz ◽  
Brian A. Jacob

Background Over the past decade, most of the quantitative studies on teacher preparation have focused on comparisons between alternative and traditional routes. There has been relatively little quantitative research on specific features of teacher education that might cause certain pathways into teaching to be more effective than others. The vast majority of evidence on features of preservice preparation comes from qualitative case studies of single institutions that prepare teachers. Among the few large-scale cross-institution studies that exist, most provide only descriptive trends that fail to account for teacher and school characteristics that might explain apparent relationships in the data. Additionally, these studies typically look at state- or district-level data, providing little information on national trends. Purpose Focusing on two features of preparation commonly targeted by certification policies, this study asks: Does completing more practice teaching and methods-related coursework predict teachers’ retention and perceived instructional preparedness? Do the results vary for different kinds of teachers and schools. Research Design This is a secondary analysis of data from the two most recent administrations of the Schools and Staffing Survey (SASS), a nationally representative survey of teachers that includes information about preservice preparation, retention, and perceptions of preparedness. We link surveyed teachers to Common Core of Data on their schools and to Barron's ratings of college competitiveness. Data Analysis We use linear and logistic regression with state and district fixed effects, as well as comprehensive controls for school and teacher characteristics, to estimate whether completing more practice teaching and methods-related coursework predicts teachers’ self-perceived instructional preparedness and persistence in the profession. Findings We find that teachers who completed more methods-related coursework and practice teaching felt better prepared and were more likely to stay in teaching. These positive relationships were similar across alternative and traditional routes and tended to be greater among graduates from competitive colleges, males, and mathematics and science teachers, as well as teachers in urban, rural, and secondary schools. Conclusions Our study provides some of the best suggestive evidence to date that teacher education programs, and certification policies that influence them, can improve teachers’ preparedness and persistence by increasing requirements for practice teaching and methods-related coursework. Policy makers often consider reducing preparation requirements to increase the supply of academically talented and underrepresented teacher groups. Finding these groups to be at least as, and usually more, responsive to additional preparation raises some concern that reducing requirements could have negative consequences for their preparedness and retention.


2018 ◽  
Vol 173 ◽  
pp. 03015
Author(s):  
Ruifeng LUO

The rapid development of computer technology and corpus linguistics has realized the large-scale corpus’s collection, arrangement, annotation and processing. The corpus linguistics combines description with empirical analysis, and qualitative research with quantitative research that the various language phenomenons can be fully explained. The paper makes use of corpus-based approach to study Metonymy of Cognitive Linguistics and draws real data from Center for Chinese Linguistics Peking University of China (CCL), which makes the research more convincing.


Doppelganger brand images (DBIs) are a collection of disparaging brand images and stories circulated in popular culture, customarily targeted at brands to hold them accountable for any inconsistency in the quality of the products or services provided. If overlooked, DBIs may prove harmful to the brand's equity and value and sometimes even directly lead to a loss in sales. This paper delves into how DBIs affect an end consumer's perception of a brand. It aims to draw insights into a possible change in consumers' attitudes towards purchasing and subsequent consumption of the products and services offered by brands from four different industries(Beverage, Cellular Network, Airlines and Sports Entertainment) after being exposed to DBIs. The research was conducted in three steps, including two quantitative surveys and one qualitative research with the help of in-depth interviews. Through the first quantitative survey, the preferred attributes of four product categories beverages industry, the sports entertainment industry, cellular network industry, and the airline industry, was observed. Next, any changes in the respondents' willingness to consume after they have been exposed to DBIs of four brands from the above four different industries have been mapped. Through in-depth interviews on a sample of respondents, the underlying reasons behind the change or lack thereof were observed. Conducting the qualitative research on each product category's three competitive brands helped in assessing the variation in the level of indifference a consumer has towards a DBI concerning a particular product category. Finally, quantitative research on the selected sample of respondents was used to map any possible difference in attitude towards consumption of the products and services of the brands discussed in the in-depth interviews, which was used to arrive at the findings and conclusion. The novelty of this paper lies in the fact that much of existing research has been done to gauge the effects of negative branding via Doppelganger Brand Images of products on the brand equity and sales, by studying on specific brands/products. The question of “How are consumers impacted by the exposure to the aforementioned negative branding?” has been attempted to be answered through this paper, without restricting our scope to a single business industry or product category. The paper throws light on the emergence of a possible pattern of consumer’s perception towards brands that have been targeted by DBIs, across four product categories, which need to be taken into account by marketers planning on large scale emotional branding campaigns of those product categories.


2020 ◽  
Vol 11 (1) ◽  
pp. 17
Author(s):  
Siti Hajar Abdul Rauf ◽  
Asmah Ismail ◽  
Nuratikah Azima Razali ◽  
Ahmad Bisyri Husin Musawi Maliki

Background: Depression is a state of psychological disease that occurs to someone divers in age due to certain reasons. Among the factors include lack of self-confidence, problematic family, stress, low self-esteem and social environment. It could lead to a mental disorder that endangers the mental health. Aim: To investigate the status of children depression using the Children Depression Inventory (CDI) at 21 shelter care institutions in Terengganu Malaysia. Methodology: Quantitative research design was used. The sample consists of 404 respondents from 21 Islamic shelter cares such as Tahfiz, Madrasah and Orphanage in Terengganu Malaysia from the age of 10 to 18 years. Data was analyzed using Exploratory Factor Analysis (EFA), Confirmatory Factor Analysis (CFA) and Discriminant Analysis (DA) which then computed to identify the most dominant factors whereas reducing the initial five parameters with recommended >0.50 of factor loading. Results: Forward stepwise of DA shows the total of groups validation percentage by 92.08% (17 independent). The result showed that the highest frequency of respondent index was at a moderate level (62.87% respondents). This showed that children still can be controlled and cared to reduce depression. Keywords: Children Depression Index, Depression, Children, Institution, Shelter Care


Author(s):  
Jeasik Cho

This book provides the qualitative research community with some insight on how to evaluate the quality of qualitative research. This topic has gained little attention during the past few decades. We, qualitative researchers, read journal articles, serve on masters’ and doctoral committees, and also make decisions on whether conference proposals, manuscripts, or large-scale grant proposals should be accepted or rejected. It is assumed that various perspectives or criteria, depending on various paradigms, theories, or fields of discipline, have been used in assessing the quality of qualitative research. Nonetheless, until now, no textbook has been specifically devoted to exploring theories, practices, and reflections associated with the evaluation of qualitative research. This book constructs a typology of evaluating qualitative research, examines actual information from websites and qualitative journal editors, and reflects on some challenges that are currently encountered by the qualitative research community. Many different kinds of journals’ review guidelines and available assessment tools are collected and analyzed. Consequently, core criteria that stand out among these evaluation tools are presented. Readers are invited to join the author to confidently proclaim: “Fortunately, there are commonly agreed, bold standards for evaluating the goodness of qualitative research in the academic research community. These standards are a part of what is generally called ‘scientific research.’ ”


2021 ◽  
Vol 15 (1) ◽  
Author(s):  
Colleen Keating ◽  
Sarah Treves-Kagan ◽  
Ana Maria Buller

Abstract Background Intimate partner violence (IPV) has serious long-term health and psychological consequences and is highly prevalent in Latin America and among displaced populations. Liminality - the ambiguous in-between state of individuals completing a migratory journey - represents a state of legal, economic, and physical insecurity. Through the framework of liminality, this analysis seeks to understand the unique challenges faced by displaced Colombian women in Ecuador including their experience of IPV. Methods We performed a secondary analysis of 15 in-depth interviews and 319 longitudinal surveys, conducted on the border of Ecuador and Colombia, following a sequential explanatory mixed-methods design. We analysed interviews thematically and mapped the main themes onto complementary quantitative variables. We conducted logistic regression with identified risk and protective factors (measured at time 1) and recent IPV (measured at time 2), controlling for demographic characteristics and IPV at time 1. Results Our mixed-methods analysis revealed four main mechanisms by which displacement influenced the social and economic realities of Colombian women years after crossing the border, compounding their risk of IPV and limiting their ability to escape it. Lack of legal residence and documentation, violence experienced along life course and migratory continuums which increased their risk for later revictimisation, social isolation including loss of support networks and restricted mobility and lastly, financial stress. Conclusions This research highlights the critical importance of supporting the economic and social integration of migrants and refugees in host communities, as well as the need to carefully consider migration-related vulnerabilities in IPV prevention and response interventions. As the regional refugee crisis grows, policy makers must consider how the long-term marginalisation of refugee women contributes to their victimisation. This research also supports the idea of incorporating gender synchronised, transformative IPV prevention and response programmes into migration-related and poverty alleviation international development efforts.


Agriculture ◽  
2021 ◽  
Vol 11 (2) ◽  
pp. 86
Author(s):  
Youzhu Li ◽  
Rui He ◽  
Jinsi Liu ◽  
Chongguang Li ◽  
Jason Xiong

To ease the fluctuation of hog prices and maintain the hog market’s stability, the central government of China has issued a series of hog price control policies. This paper, supplemented by co-word analysis and LDA thematic modeling, constructed 9 first-level indicators and 36 s-level indicators and used a PMC index model to conduct quantitative research on the selected 74 policies and regulations of China’s pig price regulation policies from July 2007 to April 2020. The research concludes that the research tool system of China’s hog price control is formed. The overall design of the hog price control policy is relatively reasonable, but there are still the following problems: the subject of China’s pig price control policy is singular, so it is difficult to form a resultant force; the policy pays attention to the price regulation in the short term, but ignores the long-term industrial structure adjustment; it emphasizes market supervision, but insufficient support for slaughtering and processing; it focuses on production and management to improve the development quality and efficiency of the pig industry, but does not take social equity into account. Finally, some policy suggestions are put forward: multi-department division of labor and close cooperation; adjusting the industrial structure of hog and carrying out appropriate large-scale breeding; establishing the operation mode of slaughtering and processing in the producing area to reduce the circulation cost of the pig industry; ensuring the consumption of pork by low-income groups and giving consideration to social efficiency and equity.


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