[Solved] response to ydeleon 5300

Assignment Prompt & Instructions

write a response regarding attached document. use at least 200 words and 1 reference. – ## ydeleon.docx **## ydeleon.docx** Quantitative, qualitative, and mixed-methods research are unique methodologies of analyzing phenomena each with its principles, methodologies, and goals. An analysis of the similarities and differences in these research methods, as related to the provided literature, is as shown below. Quantitative Research The featuring hallmark of quantitative research is the use of numerical data and structured tools including statistical analysis, surveys, and experiments. One of the exemplary studies in line with nephrology where this form of research is used is in the study highlighted by Bailey et al. (2022) where emphasis is made on numerical outcomes such as measurements relating to kidney function. Quantitative studies attempt to identify patterns, relationships, and trends amongst large sample sizes. This is usually done through statistical tools, with which generalizable results along with postulation of hypotheses get generated. Qualitative Research As demonstrated in the work of Guha et al. (2021) in nephrology, qualitative research pursues an understanding of the depth of human experience through non-numeric data that arise from interviews, observation, and open-ended survey questions. It considers context, meanings, and seeks to explain social processes or a phenomenon. Qualitative studies often generate rich, descriptive narrative that benefits insight the perspectives and behaviors of the individuals. Mixed-Methods Research In mixed-methods research, both the quantitative and qualitative paradigms are adopted together in solving research questions to gain comprehensive insight. Nzabonimpa (2018) further frames the contexts and opportunities that are part of integrating qualitative and quantitative methods. In this kind of approach, researcher gather numerical and non-numerical data, providing the opportunity to present the complex phenomena under investigation a more solid picture. Similar to the study by Strijker et al. (2020) in rural studies, some of the similarities in mixed-method include that of qualitative interviews and quantitative surveys, with each being complimentary to data collection to give a full perspective of rural dynamics. Similarities Research Design: Systematic designs for answering the research questions and objectives characterize both approaches. Validity and Reliability: As is the case with qualitative research, consideration of valid and reliable results characterizes quantitative research even though cues applied in indicating reliability and validity may at times differ. Data Collection: Any planning of the method requires either a survey form, interview, observation, or experiment method. Differences Data Type: The first difference is of the characteristics of data itself—quantitative research deals with numeric data whereas qualitative deals with non-numeric. Techniques of Analysis: While quantitative research relies on statistical analyses, qualitative research involves thematic analysis and coding as well as interpretation of textual or visually coded data. Quantitative research has the purpose of generalizing its findings to a larger population while the qualitative research purposes to explore and understand the depth of a certain contextual occurrence. In conclusion, quantitative, qualitative, and mixed-methods research accords diverse perspectives in the dynamism of research with distinct strengths and limitations depending on the nature of research questions and objectives to be achieved. Researchers have always chosen the approach that accords to the very nature of the phenomenon under investigation together with the depth of understanding being sought. References Bailey, P., Hole, B., Plumb, L., & Caskey, F. (2022). Mixed-methods research in nephrology. Kidney International, 101(5), 895-905. https://doi.org/10.1016/j.kint.2022.01.027 Guha, C., Viecelli, A., Wong, G., Manera, K., & Tong, A. (2021). Qualitative research methods and its application in nephrology. Nephrology, 26(10), 755-762. https://doi.org/10.1111/nep.13888 Nzabonimpa, J. (2018). Quantitizing and qualitizing (im-)possibilities in mixed methods research. Methodological Innovations, 11(2), 205979911878902. https://doi.org/10.1177/2059799118789021 Strijker, D., Bosworth, G., & Bouter, G. (2020). Research methods in rural studies: qualitative, quantitative and mixed methods. Journal of Rural Studies, 78, 262-270. https://doi.org/10.1016/j.jrurstud.2020.06.007 **## ydeleon.docx** Quantitative, qualitative, and mixed-methods research are unique methodologies of analyzing phenomena each with its principles, methodologies, and goals. An analysis of the similarities and differences in these research methods, as related to the provided literature, is as shown below. Quantitative Research The featuring hallmark of quantitative research is the use of numerical data and structured tools including statistical analysis, surveys, and experiments. One of the exemplary studies in line with nephrology where this form of research is used is in the study highlighted by Bailey et al. (2022) where emphasis is made on numerical outcomes such as measurements relating to kidney function. Quantitative studies attempt to identify patterns, relationships, and trends amongst large sample sizes. This is usually done through statistical tools, with which generalizable results along with postulation of hypotheses get generated. Qualitative Research As demonstrated in the work of Guha et al. (2021) in nephrology, qualitative research pursues an understanding of the depth of human experience through non-numeric data that arise from interviews, observation, and open-ended survey questions. It considers context, meanings, and seeks to explain social processes or a phenomenon. Qualitative studies often generate rich, descriptive narrative that benefits insight the perspectives and behaviors of the individuals. Mixed-Methods Research In mixed-methods research, both the quantitative and qualitative paradigms are adopted together in solving research questions to gain comprehensive insight. Nzabonimpa (2018) further frames the contexts and opportunities that are part of integrating qualitative and quantitative methods. In this kind of approach, researcher gather numerical and non-numerical data, providing the opportunity to present the complex phenomena under investigation a more solid picture. Similar to the study by Strijker et al. (2020) in rural studies, some of the similarities in mixed-method include that of qualitative interviews and quantitative surveys, with each being complimentary to data collection to give a full perspective of rural dynamics. Similarities Research Design: Systematic designs for answering the research questions and objectives characterize both approaches. Validity and Reliability: As is the case with qualitative research, consideration of valid and reliable results characterizes quantitative research even though cues applied in indicating reliability and validity may at times differ. Data Collection: Any planning of the method requires either a survey form, interview, observation, or experiment method. Differences Data Type: The first difference is of the characteristics of data itself—quantitative research deals with numeric data whereas qualitative deals with non-numeric. Techniques of Analysis: While quantitative research relies on statistical analyses, qualitative research involves thematic analysis and coding as well as interpretation of textual or visually coded data. Quantitative research has the purpose of generalizing its findings to a larger population while the qualitative research purposes to explore and understand the depth of a certain contextual occurrence. In conclusion, quantitative, qualitative, and mixed-methods research accords diverse perspectives in the dynamism of research with distinct strengths and limitations depending on the nature of research questions and objectives to be achieved. Researchers have always chosen the approach that accords to the very nature of the phenomenon under investigation together with the depth of understanding being sought. References Bailey, P., Hole, B., Plumb, L., & Caskey, F. (2022). Mixed-methods research in nephrology. Kidney International, 101(5), 895-905. https://doi.org/10.1016/j.kint.2022.01.027 Guha, C., Viecelli, A., Wong, G., Manera, K., & Tong, A. (2021). Qualitative research methods and its application in nephrology. Nephrology, 26(10), 755-762. https://doi.org/10.1111/nep.13888 Nzabonimpa, J. (2018). Quantitizing and qualitizing (im-)possibilities in mixed methods research. Methodological Innovations, 11(2), 205979911878902. https://doi.org/10.1177/2059799118789021 Strijker, D., Bosworth, G., & Bouter, G. (2020). Research methods in rural studies: qualitative, quantitative and mixed methods. Journal of Rural Studies, 78, 262-270. https://doi.org/10.1016/j.jrurstud.2020.06.007