Box 4. Examples of coding and editing decisions A typical criterion for HIV seropositivity is a repeatedly -positive ELISA (enzyme linked immunosorbent assay) for HIV antibody confirmed with a Western blot to identify the The aim of this article is to introduce the reader to the concepts and process of International Journal of Data Science and Analysis（IJDSA） focuses on high-quality papers that advance the state-of-the-art and practical applications of data analysis, particularly for big data. Find out more. This indeed made literature an existing issue in the language teaching paradigm. Notably, indigenisation has been the rallying ideology undergirding the state’s redistribution agenda since the 1980s. For example, Amount of Insurance Sold is a quantitative variable that can … With ever increasing demands on the health and social care system, politicians have championed the integration between the two sectors as a major element to cope with this challenge. Singleton, R.A. and Straits, B.C. This approach accepts the use of theory-driven coding system while still allowing data-driven themes to emerge inductively from the meaning-making of participants (Fereday and Muir-Cochrane 2006; ... Qualitative data was analyzed thematically. This article discusses the differences between Likert-type and Likert scale data and provides recommendations for descriptive statistics to be used during the analysis. Introduction to Political Science and Policy Research. We provide a way forward to increase the validity of these methods and provide recommendations for policy for health and social care integration in England. Lutabingwa, J., Vokopola, Z. and Bejtja, I. The appropriateness of these strategies for different kinds of mixed-method intents is then discussed. This policy ethnography focuses on a nationwide environmental and sustainability education policy that was developed and enacted in response to United Nationsâ call for mainstreaming Education for Sustainable Development (ESD). "Data analysis is the process of bringing order, structure and meaning to the mass of collected data. Data Analysis Techniques in Qualitative Research. analysis; analysis of interaction; multivariable analysis; and analysis of multilevel or continuous exposures. The findings suggest that participating in the ESD movement has allowed the Taiwan government to work towards its desire for international recognition as an independent country. Zimbabwe’s public policy trajectory has courted global attention specifically through its redistributive policies that include the land reform programme – which was implemented in the fir. Journal of Data Analysis and Information Processing Vol.8 No.2, May 25, 2020 DOI: 10.4236/jdaip.2020.82005 Downloads Views This article belongs to the Special Issue on . This article presents a taxonomy that is grounded in the findings of a Strategy-as-Practice (SaP) study undertaken within the public higher education sector. "Citizen Perception of the A total of sixty-three individuals volunteered to participate in the study. Yet, the implicit data suggest a moderate to strong automatic preference for healthcare over social care by participants from the healthcare sector. Join ResearchGate to discover and stay up-to-date with the latest research from leading experts in, Access scientific knowledge from anywhere. The measurements were performed simultaneously for 11 values of the angle between the neutron emission direction and the direction of motion of the light fission fragment. The authors developed it to analyze qualitative Data collection and analysis methods should be chosen to match the particular evaluation in terms of its key evaluation questions (KEQs) and the resources available. analysis of qualitative data is a topic unto itself and is not discussed in this volume. for understanding the research process and social research methods. Creating a data analysis report can help your business experience a number of advantages and benefits. The results indicate that comparatively healthcare participants indicate higher levels of social empathy, social perspective taking, and willingness to reach out and share funding with those in social care during the explicit studies. ... Data analysis, to find the meaning in data which leads to derived knowledge, whereas eventually, data become useful information to make a decision is the main purpose of data analysis. Impact evaluations should make maximum use of existing data and then fill gaps with new data. Press. All data were analysed using hybrid inductive and deductive thematic analyses. Data analysis and interpretation – 455 rev. also information on the development of hypotheses, variable and unit of analysis, The suppliers of these foods are located in the neighboring districts; Kabarole, Kyenjojo, Hoima, Kibale, Kampala and Mubende districts, Uganda. Towards a culturally responsive pedagogy in re... NÄ°TEL ARAÅTIRMA YÃNTEMÄ°NE SAHÄ°P TEZLERÄ°N BAZI DEÄÄ°ÅKENLER AÃISINDAN Ä°NCELENMESÄ°. Advancements in computer software have lead to increased use of computers to assist researchers with qualitative data analysis. 2, we explored types and uses of data, and we also performed data analysis on quantitative data with graphical techniques. There is need to support local farmers and traders to overcome the challenges around the food value chain. nontechnical set of data analysis procedures. This article aims to describe the purpose of research, the importance of research design and the research paradigms available to the researcher. Latest issues. information in order to connote the interrelationships between the purpose, The findings in this cast a certain doubt over the use of traditional behavioural analysis techniques such as surveys and interviews. The journal advances and promotes statistical science in various applied fields that deal with lifetime data, including actuarial science, economics, engineering, environmental sciences, management, medicine, operations research, public health, and social and behavioral sciences. An Example of Using Descriptive Analysis to Interpret Causal Research 5 Box 5. The analysis of the quantitative data was done with the help of MS Excel and the qualitative data was analysed by converting the interviews into transcript using MAXQDA and through manual thinking. 157–240 (September 1999) View all issues. Next to her field notes or interview transcripts, the qualita - tive analyst jots down ideas about the meaning of the text and how it might relate Data was collected using questionnaires and key informant interviews and analyzed using Statistical Package for Social Sciences and Micro Soft Excel to get descriptive statistics. measurement process in Public Administration research. It is a messy, ambiguous, time-consuming, creative, and fascinating process. KTC obtains most food from outside its boundaries. Using the survey procedure and interview A relatively simple method for computing the exact probability and distribution of the Q statistic is proposed. Â© 2008-2020 ResearchGate GmbH. This report describes the data processing support provided to reduce a variety of rocket-, satellite-, falling sphere-, and balloon-borne sensor data for analysis by Air Force scientists engaged in atmospheric research projects. Two basic approaches are identified namely, quantitative and qualitative research designs as well as the use of a number of these quantitative and qualitative techniques. All content in this area was uploaded by Christelle Jeanette Auriacombe on Jun 15, 2018. They cover the essential principles and the main methods for conducting epidemiologic research. The international journal Advances in Data Analysis and Classification (ADAC) is designed as a forum for high standard publications on research and applications concerning the extraction of knowable aspects from many types of data. ... View PDF A survey and analysis of intrusion detection models based on CSE-CIC-IDS2018 Big Data ... Journal of Big Data 2020 7:100 Content type: Research. The study tempted to distribute a questionnaire for three teachers of literature to further elicit their views about certain issues, in addition to a questionnaire for a sample of 24 students at ENS of Laghouat to gather their views about the use of this approach. Analysis, Discourse Analysis and Grounded Theory. Finally, the role of computers in quantitative data analysis is briefly explained. Since the study follows a mixed model, the quantitative analysis of the study will analyse the popular tools using questionnaire and the qualitative study of finding the motivation behind selecting these tools will be evaluated through a series of interviews. A combination of Content Analysis and Narrative analysis were used to examine the responses from, ... Primary data (Ajayi, 2007) was collected for this study. various qualitative researchers, such as LeCompte and Schensul, Wolcott, and Miles and This article explores the process of teaching and learning qualitative research with and without the use of software, based on the experiences of students and instructors in a graduate-level research course. Our study makes a theoretical, practical and methodological contribution to the strategic alignment body of knowledge. ... pp. Introduction to Political Science and Policy Research. Pulse shape analysis was additionally used for the separation of neutron and γ-quanta events. The topics are causation and causal inference; epidemiologic measures; types of epidemiologic study; principles of good study design; principles of epidemiologic data analysis; stratified. What is Data Analysis? The interested reader is referred to references such as James and Sorenson (2000) and Heaton (2004). “Merging of analysis and interpretation and often by the merging of data collection with data analysis.” (p.537) This means that there is an overlap of analysis and interpretation to reach a conclusion. The explanation of how one carries out the data analysis process is an area that is sadly neglected ", Implementing a national policy initiative to support education for sustainable development: lessons from Taiwanâs Environmental Education Act, Food staffs available on Market Stalls and Restaurants in Rural-Urban Centers; a Case of Kagadi Town, Uganda, Impact of Mobile Money on SMEs in Ghana Since 2018 Final, QUANTITATIVE ANALYSIS OF THE EFFECTS OF FINANCIAL FRAUD MANAGEMENT AND MITIGATION STRATEGIES ON THE SUSTAINABILITY OF MEDIUM SIZE ENTERPRISE IN THE CENTRE REGION OF CAMEROON, Self-assessment: A learner-centred approach towards transforming traditional practices and building self-directed learners, Subservient to the upper echelon: how information systems managers practice strategic alignment in the public higher education sector, Benefits and Challenges of Teaching a Dramatic Text through Role-Play, FOSTERING MOTIVATIONAL AWARENESS THROUGH THE ECLECTIC APPROACH IN A LITERATURE CLASS: THE CASE OF ALGERIAN EFL LEARNERS SOCIAL SCIENCE AND HUMANITIES, Promoting Motivational Awareness through the Eclectic Approach in Literacy Classes: The Case of Fourth year ENS Students of English, Teaching and Learning Qualitative Research with and without Qualitative Data Analysis Software. While validity information is given in 59% of the theses, reliability information is given in 51% of the theses. Food items in short supply are; potato (Solanum tuberosum), pumpkin (Cucurbita spp. Included in this article is st decade of independence; and the black economic empowerment programme, which was implemented in the 1990s through affirmative action initiatives until the enactment of the comprehensive Indigenisation and Economic Empowerment Act in 2007. Graphic data presentation, visual data analysis, and single-subject designs have each achieved a unique prominence in the experimental and applied analysis of behavior. Politicisation of indigenisation, economic empowerment, and autochthony has thrust clientelism, cronyism, loyalty, and political correctness as major criteria for accessing benefits of ownership and control of key strategic resources such as land and minerals, as well as shareholding in economic empowerment deals. The article then discusses searching for relationships, an important aspect as, whilst the methods that have been discussed in this article are useful in summarising and providing descriptive information about the variables, policy-and public analysts are more interested in the relationships between the variables. The IS manager depends largely on being able to successfully lay down some mechanisms and practices in his/her efforts to align business and IS strategies. The objectives of IJDATS are to promote discussions, deliberations and debates on different data analysis principles, architectures, techniques, methodologies, models, as well as the appropriate strategies and applications for various decision-making environments. Journal of Data Analysis and Information Processing Vol.8 No.2, April 15, 2020 ResearchGate has not been able to resolve any references for this publication. PDF | T his article considers the analysis of data in quantitative research. The framework of governmentality was used as a heuristic tool to explore the modalities of the Taiwan government and their effects on ESD policymaking. ... Download PDF. The major findings of the study exposed that moststudents highly received motivational awareness through the suggested classroom methodology. construction of the experimental set-up and the data processing procedure. The purpose of Data Analysis is to extract useful information from data and taking the decision based upon the data analysis. The analysis of the quantitative data was done with the help of MS Excel and the qualitative data was analysed by converting the interviews into transcript using MAXQDA and through manual thinking. In this paper the authors presents a simple framework for qualitative data analysis comprising three iterative questions. Chapter 1: Basic Concepts in Research and Data Analysis 7 Values A value refers to either a subject’s relative standing on a quantitative variable, or a subject’s classification within a classification variable. All rights reserved. Interested in research on Qualitative Data Analysis? In order to describe basic features (information) of the data in this study, and to emphasize the dominant variables, percentage analysis was used to interpret our primary data, then it is presented in graphical form. Indeed, it tempts to demonstrate the practical handling of dramatic acting by transposing a dramatic text on stage in class. The main aim of this study is to provide its readers an insight into the digital marketing tools used by amateur electronic dance music producers; who can otherwise be called âbedroom producersâ. This is followed by The goal of this journal is to provide a platform for scientists and academicians all over the world to promote, share, and discuss various new issues and developments in different areas of data analysis and information processing. Common Uses of Descriptive Accounts in Education Research and Practice 7 Box 6. Objectives. In terms of qualitative data analysis, Denscombe (2010) mentioned few principles by for qualitative data analysis… Characteristics Classification of Mobile Apps on Apple Store Using Clustering Boxi Fu. International Journal of Qualitative Methods 2009, 8(3) 2 Keywords: focus group, focus group analysis, micro-interlocutor analysis, conversation analysis Authors’ note: Correspondence should be addressed to Anthony J. Onwuegbuzie, Department of Educational Leadership and … Journal of Data Analysis and Information Processing (JDAIP) is an openly accessible journal published quarterly. Thus, rather than being strict and procedures-based, the researcher is ... International Interdisciplinary Journal … Impact Factor 2020: 0.651 Intelligent Data Analysis provides a forum for the examination of issues related to the research and applications of Artificial Intelligence techniques in data analysis across a variety of disciplines. Kawulich, B. Two cases, operating under the auspices of Irelandâs Institutes of Technology (IIT), were chosen to explore how the alignment of business and information systems (IS) strategies is practiced by IS managers in the public higher education sector. The article also examines causation and multivariate analysis and several manifestations of causes are presented and multivariate analysis conceptualised, as most of social science analysis falls within this general rubric. ... All data were analysed using a "hybrid process of inductive and deductive thematic analysis" (Fereday and Muir-Cochrane 2006, p. 80). Academia.edu is a platform for academics to share research papers. There are items already on the market and others are not supplied though demanded. Making sense of data in the form of graphics, video, audio, and text requires clear thinking that is aided by theory, models, constructs, and perhaps metaphor. Using the survey procedure and interview data collection technique. This study will find out the popular digital marketing tools used by these producers and will also find out what motivates them to use these tools. Voprosy atomnoj nauki i techniki = Pytannja atomnoï nauky i techniky = Problems of atomic science and technology. a. forms the data under the graph in a journal publication following analysis of research ready datasets b. rarely available to anyone outside the collaboration except upon request/collaboration c. may well generate future additional samples and papers for the owning collaboration on top of the original d. Several authors reporting analyses of qualitative data in journal articles describe a strategy that can be labeled as a “general inductive approach.” This strategy is evident in much qualita-tive data analysis (Bryman & Burgess, 1994; … starting point and basis to the rest of this issue, this article provides background The Stata Journal (2010) 10, Number 2, pp. Complex Organisational Integration: A Case Study of Health and Social Care Integration in England. Drawing on the study results, recommendation on ESD governance is proposed. Teaching literature has been an essential part of English as a subject in the language classroom which grants high culture and thought. ), local chicken (Gallus gallus domesticus), cocoyam (Colocasia esculenta), mangoes (Mangifera indica), apples (Malus domestica), sorghum (Sorghum bicolor) and chicken eggs. Blended Learning as The New Innovation in Physical Education Class, The Factor of Availability Facilities at Home and Compulsive Internet Use among Primary School Students. New York: St. Martin's Financial inclusion is a global agenda and a topic of great interest to policy makers, regulators, researchers, industry, and other stakeholders. We applied a methodology within the interpretive paradigm that integrates three research pillars comprising integrative framework for SaP, constructivist grounded theory coding and case research methodology. The quantitative analysis involved looking for patterns within the data and displaying these patterns in the form of graphs and charts. Language teachers and educationalists have implemented several potentials of examining literary texts for the benefit of the language learner. KTC has high potential for food market. Financial inclusion is also considered a core topic due to its ability to reduce poverty, boost prosperity and accelerate development. A User’s Guide to Topological Data Analysis Elizabeth Munch Department of Mathematics and Statistics University at Albany – SUNY, Albany, NY, USA [email protected] ABSTRACT. Qualitative data analysis is an iterative and reflexive process that begins as data are being collected rather . Four integrative data analysis strategies for mixed-method evaluation designs are derived from and illustrated by empirical practice: data transformation, typology development, extreme case analysis, and data consolidation/merging. The most applied technique used in the theses to support validity and reliability is to get expert opinion from the field, after than the most used techniques are respectively triangulation, detailing, and record keeping. In this article we will define the concept of Big Data, its importance and different perspectives on its use. The analyses of Likert-type and Likert scale data require unique data analysis procedures, and as a result, misuses and/or mistakes often occur. Moreover, service redesign efforts cost multiple millions of pounds, therefore, what could be done to improve these processes is critical and pertinent at this time of great challenge for our care services. Not all Excel statistical tools will be introduced, but more powerful tools will follow in later chapters. (Global Financial Development Report, 2014 as cited in Bala, 2018). Meaning-making can refer to subjective or social This study seeks to explore the prospection of the use of role-play activity in teaching drama to EFL learners and view its impact on developing the learners' communicative skills and competence. Data Summaries Are Not Descriptive Analysis 10 Box 8. The integration of the experimental design and data collection stages with the data analysis and interpretation stages is the hallmark of primary data analysis. International Review of Articles based on primary data analysis may have an important inﬂuence on further research. Steps in a Descriptive Analysis—An Iterative Process 8 Box 7. Join ResearchGate to find the people and research you need to help your work. Using the survey procedure and interview data collection technique. Computational Statistics and Data Analysis (CSDA), an Official Publication of the network Computational and Methodological Statistics (CMStatistics) and of the International Association for Statistical Computing (IASC), is an international journal dedicated to the dissemination of methodological research and applications in the areas of computational statistics and data analysis. The prompt fission neutron energy was obtained using the time-of-flight method. Therefore, document analysis was used in this study. It does not proceed in a linear fashion; it is not neat. Access scientific knowledge from anywhere. This chapter presents a sequence of core topics to broach the teaching of epidemiologic principles and methods. Data analysis is defined as a process of cleaning, transforming, and modeling data to discover useful information for business decision-making. Evidence on the ground suggests that the concept has been deliberately twisted, highly politicised, and manipulated as an instrument of exclusionary politics played at racial, political, class, and nationality levels, with the effect of calculatively side-lining potential beneficiaries, as well as facilitating the expropriation and dispossession of critical resources and assets from perceived “foreigners” in the country. pattern seeking using analytic induction. Journal of Research on Computing in Education. Qualitative data analysis is the classification and interpretation of linguistic (or visual) material to make statements about implicit and explicit dimensions and structures of meaning-making in the material and what is represented in it. Sampling and sampling design. T his article considers the analysis of data in quantitative research. Data include official documents and two semi-structured interviews with 30 policy implementers. The connection has been made between Mobile Money and financial inclusion, thus we now need to make the connect between Mobile Money improvement in the lives of people specifically (in the context of this paper) persons running small and medium-sized enterprises. a conceptual background of the problematic aspects of the research design and data collection technique. Firstly, the question ….What is data processing and data entry in quantitative research is discussed. ), Jour... Flores-Farfan, J., Garner, M., & Kawulich, B. Burger, A. and Silima, T. 2006. (2004). and De Wet Schutte. Administrative Sciences. We continue our study of data analysis, particularly, the analysis of quantitative data through the use of statistical methods. concepts, methods, design and process of a social research. The analysis tools used should also assist in answering the research questions accurately (Creswell and Plano Clark, 2011). (2009). Huberman. This journal is no longer active on ScienceDirect. that secondary data analysis is a viable method to utilize in the process of inquiry when a systematic procedure is followed and presents an illustrative research application utilizing secondary data analysis in library and information science research. This study established the food types consumed, suppliers, and challenges faced in their trade in Kagadi Town Council (KTC), Uganda. © 2008-2020 ResearchGate GmbH. The same happens with Big Data. Explore journal content Latest issue All issues. Keywords: Qualitative research, qualitative data analysis, qualitative data, validity, reliability, "AN INSIGHT INTO THE DIGITAL MARKETING TOOLS USED BY RISING ELECTRONIC DANCE MUSIC PRODUCERS. Likert data. Performance Analysis of Intrusion Detection Systems Using a Feature Selection Method on the UNSW-NB15 Dataset. data. For getting a clear understanding of the impact of dramatic text teaching through acting, we tempt to prove the extent to which the suggested activity can be effective for students through the different methodologies used in class using a case study method with a questionnaire designed for teachers of drama collecting their views about the possibility of achieving efficient results. Qualitative data analysis is, in fact, pursuing the relationship between categories and themes of data seeking to increase the understanding of the phenomenon. Find another journal best suited to publish your research. ABSTRACT A few of the reasons why it is essential for your business to come up with specific data analysis reports are as follows: A data analysis report can help you come up with insights about the trends in the marketplace where your business belongs. The role of iteration in qualitative data analysis, not as a repetitive mechanical task but as a reflexive process, is key to sparking insight and developing meaning. 2004. In Darla Twale (Ed. years 2013, 2014 and 2015. The history of Mobile Money definitely lends itself to the realization of this initial goal. This chapter will delve more deeply into the various tools for quantitative data analysis contained in Excel, providing us with a strong, The prompt fission neutron spectra from the thermal-neutron-induced fission of 235U and the spontaneous fission of 252Cf have been measured under identical experimental conditions at the PNPI research reactor (Gatchina). foundation and a preliminary understanding of the results of a data collection effort. Cole, R.L. To create this insight, a series of five social studies were designed using a mixed research methods approach, using new and interactive technology to capture this data. 41(3.1). In combination, they have allowed the direct, responsive, and individualized behavior-control procedures that characterize the functional analysis of behavior as no other strategy could have done (Baer, 1977; Michael, 1974; In Chap. As a Press. 267–280 Data envelopment analysis Yong-bae Ji Korea National Defense University Seoul, Republic of Korea [email protected] Choonjoo Lee Korea National Defense University Seoul, Republic of Korea [email protected] Abstract.
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