What is the research approach used by the authors?
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The authors in the provided abstracts have used different research approaches. Laurence H. Beck Jr. and colleagues used a machine-learning approach to classify membranous nephropathy (MN) from other nephrotic disorders based on gene expression patterns . Timans et al. applied a mixed-methods model, combining quantitative and qualitative approaches, to gain a comprehensive understanding of a phenomenon . Jardel dos Santos Barbosa et al. used numerical analysis and the finite element method to develop a life prediction model for multiaxial fatigue in mechanical components . Patric Finkbeiner developed hypotheses for a quantitative study based on qualitative expert interviews and a PO . Horia D. Pitariu, Daniela Andrei, and Adriana M. Guran focused on rethinking the concept of usability and discussed the use of social research tools and methods such as interviews, focus groups, and surveys in user needs analysis .
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| Papers (4) | Insight |
|---|---|
| The research approach used by the authors is a quantitative research approach. | |
| The authors used a machine-learning approach to classify membranous nephropathy (MN) from other nephrotic disorders based on gene expression data. They also suggested a multiomics approach for discovering novel target antigens. | |
08 Feb 2017 | The research approach used by the authors is a combination of numerical analysis using the finite element method and experimental tests to validate the stress results obtained through computer simulation. |
| The authors used a mixed-methods approach in their research. |
Related Questions
What are the different research approaches used in various fields of study?5 answersQualitative, quantitative, and mixed methods are the primary research approaches utilized in various fields of study. These approaches differ in their ontologies, epistemologies, and methodologies, yet share similarities in addressing research questions and enhancing understanding of phenomena. Qualitative methods yield descriptive information through words or artforms, illuminating human experiences, while quantitative methods provide digital data supporting or refuting hypotheses related to health and quality of life. Researchers choose an approach based on their study's goals, methods, and field of research. The selection of the most suitable approach can be challenging due to the diverse options available, requiring researchers to understand the applications, advantages, and limitations of each method to navigate effectively.
Who is the author of this research work?5 answersThe author of the research work is Amellya Varizky Oktavy.
What are the research approaches?5 answersResearch approaches refer to the different methods used by researchers to conduct their studies and analyze their findings. The abstracts provided discuss various research approaches such as quantitative, qualitative, mixed-method, experimental, surveys, case studies, and specific approaches like functional approach, value analysis, expert approach, benchmarking, improvement and base designing, scenario method, and foresight. These approaches have their own advantages, limitations, and applications in different research contexts. Researchers need to carefully select the most appropriate approach based on the nature of their study and the desired outcomes.
What is Research approach?4 answersResearch approach refers to the general techniques and methodologies that researchers employ when conducting a study. It involves the systematic and methodical explanation of the research problem, including the steps and logic behind them. Researchers need to identify not only the research methods and techniques, but also the overall methodology that guides their study. This includes understanding the significance of different methods and techniques, as well as the assumptions and criteria for their selection. A research approach may vary from one researcher to another, depending on the specific research problem being addressed. It is important for researchers to choose an approach that aligns with their research question and allows for comprehensive understanding of the phenomenon being studied. Researchers may utilize both quantitative and qualitative approaches in a mixed-methods model to provide a comprehensive understanding of the research question.
Who are the authors?5 answersThe authors of the papers mentioned in the abstracts are Aron Aliaga-Del Castillo, Luciano Soldevilla, Marcelo Vinicius Valerio, Silvio Augusto Bellini-Pereira, Lorena Vilanova, Luis Ernesto Arriola-Guillén, Guilherme Janson, John Yaphe, Natasha Fs Cruz, Katia Santana Santos, Mateus Matuoka, Niro Kasahara, Zhi-Qiang Zhang, and Maxine K. Rochester.
What are the types of research approach?2 answersThere are different types of research approaches. These include qualitative, quantitative, and mixed-method research. The research approach chosen depends on various factors such as the research topic, data type, logic (inductive or deductive), timeframe, research design, and triangulation. Research outputs can vary from descriptions of reality to constructs, models, methods, instantiations, and proofs. The choice of research approach can have implications for the value and application of research results in both science and practice. In the study of the IBPYP curriculum policy process in remote international schools in Indonesia, a qualitative research design was used. The aim was to address the gap between policy and practice and explore the interconnectivity of curriculum policy processes, internationalization, and remote contexts. In the study on individual belief formation towards the use of Advanced Driver-Assistance Systems, a quantitative research design was used to develop concepts for a questionnaire.