Qualitative and Quantitative Research

Qualitative and Quantitative Research

Qualitative and Quantitative Research 150 150 Peter

Qualitative and Quantitative Research

1). Discuss quantitative research and the implications for knowledge generation in healthcare. Review the concepts

2). Information about developing conceptual & theoretical models. Formulate models into healthcare delivery practice

3).Understand research, research process and how to use each to develop healthcare paradigm

4). Assess & assimilate research process into evaluation of knowledge for healthcare delivery

Sample Paper

Quantitative Research and its Implications for Knowledge Generation in Healthcare

Quantitative research is a research design that involves collecting and analyzing numerical data to establish relationships and make predictions that reflect the nature of the variables under study. The nursing profession has always emphasized the essence of Evidence-Based practice in informing clinical decisions (Sharma, 2018). Quantitative research is crucial in healthcare since medics can use it to study the prevalence of ailments, the impact of a particular drug, comparison of behaviors and attitudes of a specific group from a diverse range of data collected (Peat et al., 2020).

Developing Conceptual and Theoretical Models

Several concepts in healthcare are evidence-based and are formulated from previously done quantitative studies. According to Peat et al., descriptive quantitative analyses can be applied in healthcare to investigate trends in health issues and determine specific diseases’ prevalence (2020). The statistical representation of data is crucial in making healthcare-related predictions, for example, dangers of pandemic and informing the relevant intervention strategy. Also, the research can be utilized for further vital research in healthcare and the formulation of theoretical health models. The authors of most nursing theories borrow concepts from previously done and proved quantitative research to formulate their theoretical models. The idea of deductive theoretical logic revealed by using gathered data to prove the hypothesis is relevant in healthcare and forms part of the theoretical framework (Allemang et al., 2022).

Implications of the Research in Formulating Models into Healthcare Delivery Practice

The data from quantitative research mainly inclined to healthcare concepts give reliable data because relationships are developed from data collected. A study on the effects of administration of a particular drug to a specific group of patients can be well utilized in the medical field to treat any similar disease in the future. Quantitative research is objective and a reflection of the basic information of the whole population. The research problem is always specific, giving a particular conclusion and intervention. A relevant model that addresses particular health issues in the health service delivery, for example, population control, can be easily formulated from the research.

How to use Research Process to Develop Healthcare Paradigm

The research process entails the chronological scientific steps followed by the researcher to conduct the study with ease. Quantitative research comprises seven steps: Problem identification, creation of a hypothesis, literature review, establishment of the research design, methodology, findings and discussions, and finally, the conclusion and recommendation stages (Fisher and Bloomfield, 2019). This research process can be an ideal framework for developing a strategic healthcare paradigm to address impending challenges or improve the existing system. The Positivist paradigm in healthcare aligns with the quantitative research approach and operates on actual data and statistical interpretations (Fisher and Bloomfield, 2019). Such paradigm shifts in public health Strategies of population growth were successfully implemented through the quantitative approach. A paradigm that intends to improve on the quality of care will start with the formulation of the specific problem that needs to be addressed, formulate a hypothesis, gather all literature relevant to the particular topic, create the design and methodology that will be utilized, and use the research findings to reach a conclusion and give appropriate intervention.

Evaluation of Knowledge for Healthcare Delivery from the Research Process

Nurses can use the systematic research process to improve patients’ service delivery and the general quality of healthcare. Gaps in health care delivery are identified and chronologically analyzed as specified in the process to arrive at a suitable conclusion and health intervention. Exploiting the EBP research process enhances a unified approach to patient care, improving patient service and safety (Sharma, 2018). The process can also be crucial in these other health units, like establishing health statistics, applying the EBP in healthcare delivery, and translating the evidence to the public health department. The research process is vital in answering some ambiguous clinical questions and how the EBP can guide medics establish patient progress.

References

Allemang, B., Sitter, K., & Dimitropoulos, G. (2022). Pragmatism as a paradigm for patient‐oriented research. Health Expectations25(1), 38-47.

https://onlinelibrary.wiley.com/doi/abs/10.1111/hex.13384

Fisher, M. J., & Bloomfield, J. (2019). Understanding the research process. Journal of the Australasian Rehabilitation Nurses Association22(1), 22-27.

https://search.informit.org/doi/abs/10.3316/informit.500673642524420

Peat, J. K., Mellis, C., Williams, K., & Xuan, W. (2020). Health science research: A handbook of quantitative methods. Routledge.

https://www.taylorfrancis.com/books/mono/10.4324/9781003115922/health-science-research-jennifer-peat-craig-mellis-katrina-williams-wei-xuan

Sharma, S. (2018). Nursing research and statistics. Elsevier Health Sciences.

https://books.google.com/books?hl=en&lr=&id=xsliDwAAQBAJ&oi=fnd&pg=PP1&dq=A+nurses%E2%80%99+guide+to+Quantitative+Resear