Challenges in quantitative research

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1.2. Foundations of quantitative research methods 1.2.1. Realism, subjectivism and the ‘paradigm wars’ Now we have defined quantitative research, it is a good idea to compare it with qualitative research, to which it is usually put in opposition. While quantitative research is based on numerical data analysed statistically, qual- educational research, research methodologies and methods, research design, quantitative approaches, qualitative approaches and mixed methods approaches are all defined. Mixed methods approaches are outlined in terms of their challenges and benefits, with the researcher offering a personal opinion in conclusion to the paper. The Quantitative outcome research is mostly conducted in the social sciences using the statistical methods used above to collect quantitative data from the research study. In this research method, researchers and statisticians deploy mathematical frameworks and theories that pertain to the quantity under question. Despite the challenges and resources involved in making qualitative research more transparent, both individual researchers and qualitative research communities as a whole can benefit from the value that openness provides. Aug 01, 2007 · A grounded theory analysis revealed that researchers can face a number of challenges while undertaking qualitative research. These include issues relating to rapport development, use of researcher self-disclosure, listening to untold stories, feelings of guilt and vulnerability, leaving the research relationship and researcher exhaustion. This paper looks into the process of conducting a quantitative research. To narrow down the scope of the paper, the paper will look into three items. The challenges of conducting the research are addressed notably those regarding validity, sampling, bias and reliability. This paper looks into the process of conducting a quantitative research. To narrow down the scope of the paper, the paper will look into three items. The challenges of conducting the research are addressed notably those regarding validity, sampling, bias and reliability. This paper looks into the process of conducting a quantitative research. To narrow down the scope of the paper, the paper will look into three items. The challenges of conducting the research are addressed notably those regarding validity, sampling, bias and reliability. Quantitative Research Questions •Types of quantitative research questions –Describe results of your variables. –Compare two or more groups on the independent variable in terms of the dependent variable. –Relate two or more variables. •Guidelines for writing –Pose a question. –Begin with “how,” “what,” or “why.” Sep 16, 2011 · Quantitative Research. Quantitative Research is used to quantify the problem by way of generating numerical data or data that can be transformed into usable statistics. It is used to quantify attitudes, opinions, behaviors, and other defined variables – and generalize results from a larger sample population. Dec 04, 2017 · Quantitative research methodology focuses on testing specific hypotheses i.e. narrow-angle lens. Quantitative research attempts to study behaviour through observation under controlled conditions. Quantitative research in nature of reality proposes that different observers agree on what is observed. See full list on theclassroom.com See full list on nngroup.com research has the power to transform the world of the participants. It also needs faithfulness and evocation while still being grounded in scientific practice. The challenge of attending to the process of qualitative research as both art and science may thus require the learning of a craft that draws on literary and publications of qualitative research studies, such as coding, interrater reliability, and thematic analysis (Campbell, Quincy, Osserman, & Pederson, 2013). In order to convey some of the challenges I faced as a first-time qualitative researcher, it is necessary to explain some of the details of my research. Challenges of Using Quantitative Nursing Research . Limited probe-One con of using quantitative research is that it has limited ability for probing answers as it does not use open ended questions like qualitative method. A person who is willing to share might not share characteristics applicable to an entire audience thus creating a potential ... Most of the literature is qualitative, while the few quantitative studies that do exist suffer from methodological problems that introduce contamination into their findings. The current paper... Jan 10, 2019 · These are the quantitative research pros and cons to consider. List of the Pros of Quantitative Research. 1. Data collection occurs rapidly with quantitative research. Because the data points of quantitative research involve surveys, experiments, and real-time gathering, there are few delays in the collection of materials to examine. Oct 21, 2019 · Quantitative research is the process of gathering observable data to answer a research question using statistical, computational, or mathematical techniques.It is often seen as more accurate or valuable than qualitative research, which focuses on gathering non-numerical data. Quantitative research allows you to measure and examine the data. In this type of research, you will understand the relationship between a dependent and independent variable. This is often used to test hypothesis in experiments, for statistical analysis, and for outsized scale surveys like census. See full list on theclassroom.com Sep 16, 2011 · Quantitative Research. Quantitative Research is used to quantify the problem by way of generating numerical data or data that can be transformed into usable statistics. It is used to quantify attitudes, opinions, behaviors, and other defined variables – and generalize results from a larger sample population. A second response to the challenges of complexity in CAM/ICH research, usually combined with the use of mixed methods, adopts methods that avoid the reductionism thought to undermine much of RCT CAM related research and that permit evaluation of the whole system (the totality of the health encounter or the social system in which it is embedded). Challenge: Getting Institutions to Participate. Follow your passion and your purpose. “The first component of motivation is working on something you’re passionate about, that you believe in,” Walker ... Monitor your attitude. “When there’s so much to do, attitude does make a difference,” Walker ... On the hand, quantitative research can be employed to test the outcomes of qualitative experiments which are a direct way of promoting subsequent research to verify the hypotheses of it. Quantitative research gives room for a larger study with big number of people hence there is a tendency to generalize result based on the findings. Ethical Considerations can be specified as one of the most important parts of the research. Dissertations may even be doomed to failure if this part is missing. According to Bryman and Bell (2007)[1] the following ten points represent the most important principles related to ethical considerations ... This study is an attempt to examine the challenges confronting the conduct of quantitative research in political science and the possibility of embracing and/or focussing on triangulation as a ... On the hand, quantitative research can be employed to test the outcomes of qualitative experiments which are a direct way of promoting subsequent research to verify the hypotheses of it. Quantitative research gives room for a larger study with big number of people hence there is a tendency to generalize result based on the findings. Quantitative researchers face challenges regarding the minimum sample size. The two primary issues involve correctly calculating the appropriate sample size and enlisting the required number of participants. Ethical Considerations can be specified as one of the most important parts of the research. Dissertations may even be doomed to failure if this part is missing. According to Bryman and Bell (2007)[1] the following ten points represent the most important principles related to ethical considerations ... Challenge: Getting Institutions to Participate. Follow your passion and your purpose. “The first component of motivation is working on something you’re passionate about, that you believe in,” Walker ... Monitor your attitude. “When there’s so much to do, attitude does make a difference,” Walker ... Getting it right or as close to right as possible is critical when collecting data. The consequences of failing to properly collect data include the inability to answer your research questions, inability to validate the results, distorted findings, wasted resources, misleading recommendations and decisions, and harm to participants. May 08, 2018 · This article addressed the challenges that researchers face when using qualitative data in QCA, especially when it comes to transforming it into quantitative data. Although QCA training courses are offered worldwide and several textbooks and journal articles that include hands-on instructions have been published, specific guidance for the use ... Aug 29, 2016 · What is Quantitative Research. Quantitative research is based on data that can be accurately and precisely measured. This approach is also known as empirical research. Quantitative or empirical research is statistical in nature and quantities opinions, behaviours, attitudes and other defined variables. Jun 25, 2018 · Quantitative research can easily generalize data, because it can convert its finding into percentages and other mathematical expressions that can be extrapolated. Unfortunately, the detailed answers that qualitative research produces make them difficult to generalize to the population at large. publications of qualitative research studies, such as coding, interrater reliability, and thematic analysis (Campbell, Quincy, Osserman, & Pederson, 2013). In order to convey some of the challenges I faced as a first-time qualitative researcher, it is necessary to explain some of the details of my research.