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Introduction to Quantitative Research

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1 Introduction to Quantitative Research
Windy Alonso, MS, RN The Pennsylvania State University Spring 2016

2 Learning objectives Define quantitative research
Describe the four types of quantitative research Identify the importance of rigor and control in nursing research Discuss reliability and validity in research Identify the steps of the research process Compare and contrast the nursing process and the research process Identify the parts of a research paper

3 Quantitative vs. qualitative

4 Quantitative vs. qualitative

5 What is quantitative research?
Formal Systematic Objective Rigorous

6 Types of quantitative research
Descriptive Correlational Quasi-experimental Experimental

7 Descriptive studies Explore and describe “real-life” phenomena
Large number of participants Natural setting No manipulation of variables Goals: Concept identification and description Identification of relationships between concepts Hypothesis generating

8 Descriptive studies Explore and describe “real-life” phenomena
Large number of participants Natural setting No manipulation of variables Goals: Concept identification and description Identification of relationships between concepts Hypothesis generating

9 Correlational Studies
Investigate and describe relationships between or among variables Relationships can be positive or negative Do not determine cause and effect Do not test interventions Goals: Explore relationships or associations Hypothesis generating

10 Correlational Studies
Investigate and describe relationships between or among variables Relationships can be positive or negative Do not determine cause and effect Do not test interventions Goals: Explore relationships or associations Hypothesis generating

11 Quasi-Experimental Studies
Examine causal relationships or determine the effect of one variable on another Interventions or treatments are tested Less control of variables than in experimental studies No random assignment

12 Quasi-Experimental Studies
Examine causal relationships or determine the effect of one variable on another Interventions or treatments are tested Less control of variables than in experimental studies No random assignment

13 Experimental Studies Highly controlled, systematic design
Examines causality Three main characteristics: Controlled manipulation of an independent (treatment) variable Comparison of a treatment group (participants exposed to treatment) and a control group (unexposed to treatment) Random assignment

14 Experimental Studies Highly controlled, systematic design
Examines causality Three main characteristics: Controlled manipulation of an independent (treatment) variable Comparison of a treatment group (participants exposed to treatment) and a control group (unexposed to treatment) Random assignment

15 Rigor & control RIGOR – excellence in research attained by strict attention to detail and methods Precision – accuracy, detail, and order CONTROL – strategies to increase accuracy of results and decrease the probability of errors in research Experimental studies have highest degree of control A researcher selects a design that can achieve the greatest control AND answer the research question

16 Reliability & Validity
Reliability = Consistency Validity = Does the measure accurately represent the real world? Clinical scenario: A healthy, 25 year old man that is walking around the examine room before his appointment. Every time the electronic blood pressure device measures his blood pressure it reads 60/30. Is the device reliable? Is the device valid?

17 The research process Quantitative research is formal and systematic
Involves all the stages of a research project Culminates in the dissemination of findings

18 Nursing process vs. research process
1. Assess Review literature 2. Diagnose Identify a problem 3. Plan Design study 4. Implement Collect Data 5. Evaluate Analyze data 6. Modify Interpret results

19 Contents of a research report
Abstract – brief summary Introduction – background information, statement of the problem and your purpose for conducting the study Methods – how did you do your study Results – what did you find Discussion- what do you think it means and why is it important to the rest of us, limitations May include: Implications and/or Conclusions References – give credit where credit is due


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