Discuss the differences between the three major approaches surrounding collection and analysis of data i,e., quantitative, qualitative, and mixed methods. As well as, describe the design of scientific inquiry that may go with each method i.e., survey, narrative, phenomenological, ethnographic, grounded theory, or case study and why it would be selected. Then address which method and design you think you would prefer to use to conduct research and why.
Requires 250-300 words each forum.
#1
For this week’s forum post, We discuss the three major approaches surrounding collection and analysis of data. The first of the three approaches are quantitative. Quantitative, represents the method of utilizing numeric data and statistics in communicating the results. The second of the three approaches are qualitative. Qualitative represents the method of gathering data in the form of words and descriptions, such as interviews and focus groups, to communicate the results. The third, and final approach surrounding collection and analysis of data is mixed methods. Mixed methods incorporate both of what the quantitative and qualitative approach focus on. Using both numeric data and personal communication (Todd, Nerlich, McKeown, Clarke, p.2,3)
Quantitative
The quantitative method, involves numeric data and statistics to communicate findings. It emphasizes data, measured objectively, because it cannot be disputed. Polls, questionnaires, and surveys are three methods used in the collection of statistical, mathematical, or numerical analysis of data. The primary purpose of quantitative research is to explain a particular event. By gathering a specific type of data, and generalizing it across an area small or wide. The goal, is to determine the relationships between variables, in that given area. Typically, this type of research is used to create graphs and tables of raw data. (Todd, Nerlich, McKeown, Clarke, p.2,3). This method would involve survey and ethnographic, because both are products of statistical analysis.
Qualitative
The qualitative method, involves gathering data in the form of words and descriptions. It emphasizes to understand the social reality of a given group and cultures as nearly as possible as its participants feel it or live it. The study is conducted in the person or groups natural setting. The goal of the qualitative approach is to understand the “why” behind a particular phenomenon, or behavior, acts the way it does. (Saul McLeon, p.1,2)
This method would involve narrative and case study, because both of those studies involve personal data. Data that is received in the form of words.
Mixed Method
The mixed method, combines both of the approaches, that the quantitative and qualitative method focus on. It emphasizes the collection, analysis, and integrating quantitative and qualitative research. The issue with both qualitative and quantitative research, is that there are weaknesses to only using one method at a time. Mix.
peer1 Qualitative, Quantitative and Mixed MethodThe qualitati.docxbartholomeocoombs
peer1
Qualitative, Quantitative and Mixed Method
The qualitative method of research is characterized by the collection and analysis of textual data like surveys, interviews, focus groups, conversational analysis and observation (Olds, et-al, 2005). The qualitative approach is more uncertain, studying behavior in natural environments using words, images and identify natural patterns and themes. It also generates new hypotheses and theories based on collected data, narrating reports with description, categories and exploration. The qualitative can refute any hypotheses.
Quantitative research methods use statistical analysis for comparing, description and relating variables. It also uses numerical data, hypotheses testing, effect size and interval estimates. This is used to identify statistical relationships and generalized findings. It uses highly structured methods, such as surveys, questionnaires and observation. This can predict casual relationships; quantify variation, study design, statistical assumptions and conditions. This method is inflexible which helps with meaningful comparisons of responses across participants.
The mixed research method on the other hand is deductive and inductive with multiple objectives and forms. It studies behavior in more than one context or condition. Uses numeric variables, words and images with a statistical and holistic approach. In-depth narrative description and identification of overall themes are used as well. One major popular mixed method approach is the sequential explanatory strategy. This has the advantage of having multiple ways to explore a research problem. The mixed method can address problems of different levels, complement the strengths of single design and overcome the weaknesses as well.
The method selected for my final project model would be the qualitative method. This goes into details and more in depth, with cost-effectiveness, flexible times and locations, making interviews easier. It gives a clear picture of complex problems including how and what experiences about the project simply seeking to discover and understand the perspectives and views of people involved.
Citations
Mixed-Methods Approach. (n.d.). http://www.statisticssolutions.com/mixed-methods-approach/
Northeastern university. (n.d.). Retrieved April 21, 2017, from http://www.ccs.neu.edu/
Tan, D. (n.d.). Research design Qualitative, Quantitative, and mixed methods. http://www.scribd.com/doc/51107663/research
peer2
Qualitative Research method is information that is gathered that can be discussed. It gathers information that can be formed into a hypothesis. According to the text, "much like in quantitative research, it is used as a broad explanation for behavior and attitudes, and it may be complete with variables, constructs, and hypotheses" (Creswell, 2013). When testing your hypothesis with qualitative research, there are many different processes that can be .
Qualitative, Quantitative and Mixed MethodThe qualitative method o.docxhildredzr1di
Qualitative, Quantitative and Mixed Method
The qualitative method of research is characterized by the collection and analysis of textual data like surveys, interviews, focus groups, conversational analysis and observation (Olds, et-al, 2005). The qualitative approach is more uncertain, studying behavior in natural environments using words, images and identify natural patterns and themes. It also generates new hypotheses and theories based on collected data, narrating reports with description, categories and exploration. The qualitative can refute any hypotheses.
Quantitative research methods use statistical analysis for comparing, description and relating variables. It also uses numerical data, hypotheses testing, effect size and interval estimates. This is used to identify statistical relationships and generalized findings. It uses highly structured methods, such as surveys, questionnaires and observation. This can predict casual relationships; quantify variation, study design, statistical assumptions and conditions. This method is inflexible which helps with meaningful comparisons of responses across participants.
The mixed research method on the other hand is deductive and inductive with multiple objectives and forms. It studies behavior in more than one context or condition. Uses numeric variables, words and images with a statistical and holistic approach. In-depth narrative description and identification of overall themes are used as well. One major popular mixed method approach is the sequential explanatory strategy. This has the advantage of having multiple ways to explore a research problem. The mixed method can address problems of different levels, complement the strengths of single design and overcome the weaknesses as well.
The method selected for my final project model would be the qualitative method. This goes into details and more in depth, with cost-effectiveness, flexible times and locations, making interviews easier. It gives a clear picture of complex problems including how and what experiences about the project simply seeking to discover and understand the perspectives and views of people involved.
Citations
Mixed-Methods Approach. (n.d.).
http://www.statisticssolutions.com/mixed-methods-approach/
Northeastern university. (n.d.). Retrieved April 21, 2017, from
http://www.ccs.neu.edu/
Tan, D. (n.d.). Research design Qualitative, Quantitative, and mixed methods.
http://www.scribd.com/doc/51107663/research
peer2
Qualitative Research method is information that is gathered that can be discussed. It gathers information that can be formed into a hypothesis. According to the text, "much like in quantitative research, it is used as a broad explanation for behavior and attitudes, and it may be complete with variables, constructs, and hypotheses" (Creswell, 2013). When testing your hypothesis with qualitative research, there are many different processes that can be conducted. .
Though there are similarities concerning qualitative and quantitative research methodologies, both have distinguishing
fundamental ontological and epistemological perspectives that are unique to their respective research design. When contemplating a
methodological approach in order to answer a research question, qualitative and quantitative methodologies are not mutually
exclusive. Though the characteristics of each methodology are distinct, their corresponding qualities add to their rigor, and both
methodologies have the capacity to inform one another in order to generate, test, and confirm theory. To illustrate this, a qualitative
collective case study and a quantitative survey research method are examined. The application of each design is considered to the
extent of their usefulness in attaining a comprehensive understanding of complex phenomena. Finally, implications for future
research are also offered.
CHAPTER 10 MIXED METHODS PROCEDURESHow would you write a mixed mEstelaJeffery653
CHAPTER 10 MIXED METHODS PROCEDURES
How would you write a mixed methods procedure section for your proposal or study? Up until this point, we have considered collected quantitative data and qualitative data. We have not discussed “mixing” or combining the two forms of data in a study. We can start with the assumption that both forms of data provide different types of information (open-ended data in the case of qualitative and closed-ended data in the case of quantitative). If we further assume that each type of data collection has both limitations and strengths, we can consider how the strengths can be combined to develop a stronger understanding of the research problem or questions (and, as well, overcome the limitations of each). In a sense, more insight into a problem is to be gained from mixing or integration of the quantitative and qualitative data. This “mixing” or integrating of data, it can be argued, provides a stronger understanding of the problem or question than either by itself. Mixed methods research, therefore, is simply “mining” the databases more by integrating them. This idea is at the core of a new methodology called “mixed methods research.”
Conveying the nature of mixed methods research and its essential characteristics needs to begin a good mixed methods procedure. Start with the assumption that mixed methods is a methodology in research and that the readers need to be educated as to the basic intent and definition of the design, the reasons for choosing the procedure, and the value it will lend to a study. Then, decide on a mixed methods design to use. There are several from which to choose; consider the different possibilities and decide which one is best for your proposed study. With this choice in hand, discuss the data collection, the data analysis, and the data interpretation, discussion, and validation procedures within the context of the design. Finally, end with a discussion of potential ethical issues that need to be anticipated in the study, and suggest an outline for writing the final study. These are all standard methods procedures, and they are framed in this chapter as they apply to mixed methods research. Table 10.1 shows a checklist of the mixed methods procedures addressed in this chapter.
COMPONENTS OF MIXED METHODS PROCEDURES
Mixed methods research has evolved into a set of procedures that proposal developers and study designers can use in planning a mixed methods study. In 2003, the Handbook of Mixed Methods in the Social and Behavior Sciences (Tashakkori & Teddlie, 2003) was published (and later added to in a second edition, see Tashakkori & Teddlie, 2010), providing a comprehensive overview of this approach. Now several journals emphasize mixed methods research, such as the Journal of Mixed Methods Research, Quality and Quantity, Field Methods, and the International Journal of Multiple Research Approaches. Additional journals actively encourage this form of inquiry (e.g., International Journal of ...
peer1 Qualitative, Quantitative and Mixed MethodThe qualitati.docxbartholomeocoombs
peer1
Qualitative, Quantitative and Mixed Method
The qualitative method of research is characterized by the collection and analysis of textual data like surveys, interviews, focus groups, conversational analysis and observation (Olds, et-al, 2005). The qualitative approach is more uncertain, studying behavior in natural environments using words, images and identify natural patterns and themes. It also generates new hypotheses and theories based on collected data, narrating reports with description, categories and exploration. The qualitative can refute any hypotheses.
Quantitative research methods use statistical analysis for comparing, description and relating variables. It also uses numerical data, hypotheses testing, effect size and interval estimates. This is used to identify statistical relationships and generalized findings. It uses highly structured methods, such as surveys, questionnaires and observation. This can predict casual relationships; quantify variation, study design, statistical assumptions and conditions. This method is inflexible which helps with meaningful comparisons of responses across participants.
The mixed research method on the other hand is deductive and inductive with multiple objectives and forms. It studies behavior in more than one context or condition. Uses numeric variables, words and images with a statistical and holistic approach. In-depth narrative description and identification of overall themes are used as well. One major popular mixed method approach is the sequential explanatory strategy. This has the advantage of having multiple ways to explore a research problem. The mixed method can address problems of different levels, complement the strengths of single design and overcome the weaknesses as well.
The method selected for my final project model would be the qualitative method. This goes into details and more in depth, with cost-effectiveness, flexible times and locations, making interviews easier. It gives a clear picture of complex problems including how and what experiences about the project simply seeking to discover and understand the perspectives and views of people involved.
Citations
Mixed-Methods Approach. (n.d.). http://www.statisticssolutions.com/mixed-methods-approach/
Northeastern university. (n.d.). Retrieved April 21, 2017, from http://www.ccs.neu.edu/
Tan, D. (n.d.). Research design Qualitative, Quantitative, and mixed methods. http://www.scribd.com/doc/51107663/research
peer2
Qualitative Research method is information that is gathered that can be discussed. It gathers information that can be formed into a hypothesis. According to the text, "much like in quantitative research, it is used as a broad explanation for behavior and attitudes, and it may be complete with variables, constructs, and hypotheses" (Creswell, 2013). When testing your hypothesis with qualitative research, there are many different processes that can be .
Qualitative, Quantitative and Mixed MethodThe qualitative method o.docxhildredzr1di
Qualitative, Quantitative and Mixed Method
The qualitative method of research is characterized by the collection and analysis of textual data like surveys, interviews, focus groups, conversational analysis and observation (Olds, et-al, 2005). The qualitative approach is more uncertain, studying behavior in natural environments using words, images and identify natural patterns and themes. It also generates new hypotheses and theories based on collected data, narrating reports with description, categories and exploration. The qualitative can refute any hypotheses.
Quantitative research methods use statistical analysis for comparing, description and relating variables. It also uses numerical data, hypotheses testing, effect size and interval estimates. This is used to identify statistical relationships and generalized findings. It uses highly structured methods, such as surveys, questionnaires and observation. This can predict casual relationships; quantify variation, study design, statistical assumptions and conditions. This method is inflexible which helps with meaningful comparisons of responses across participants.
The mixed research method on the other hand is deductive and inductive with multiple objectives and forms. It studies behavior in more than one context or condition. Uses numeric variables, words and images with a statistical and holistic approach. In-depth narrative description and identification of overall themes are used as well. One major popular mixed method approach is the sequential explanatory strategy. This has the advantage of having multiple ways to explore a research problem. The mixed method can address problems of different levels, complement the strengths of single design and overcome the weaknesses as well.
The method selected for my final project model would be the qualitative method. This goes into details and more in depth, with cost-effectiveness, flexible times and locations, making interviews easier. It gives a clear picture of complex problems including how and what experiences about the project simply seeking to discover and understand the perspectives and views of people involved.
Citations
Mixed-Methods Approach. (n.d.).
http://www.statisticssolutions.com/mixed-methods-approach/
Northeastern university. (n.d.). Retrieved April 21, 2017, from
http://www.ccs.neu.edu/
Tan, D. (n.d.). Research design Qualitative, Quantitative, and mixed methods.
http://www.scribd.com/doc/51107663/research
peer2
Qualitative Research method is information that is gathered that can be discussed. It gathers information that can be formed into a hypothesis. According to the text, "much like in quantitative research, it is used as a broad explanation for behavior and attitudes, and it may be complete with variables, constructs, and hypotheses" (Creswell, 2013). When testing your hypothesis with qualitative research, there are many different processes that can be conducted. .
Though there are similarities concerning qualitative and quantitative research methodologies, both have distinguishing
fundamental ontological and epistemological perspectives that are unique to their respective research design. When contemplating a
methodological approach in order to answer a research question, qualitative and quantitative methodologies are not mutually
exclusive. Though the characteristics of each methodology are distinct, their corresponding qualities add to their rigor, and both
methodologies have the capacity to inform one another in order to generate, test, and confirm theory. To illustrate this, a qualitative
collective case study and a quantitative survey research method are examined. The application of each design is considered to the
extent of their usefulness in attaining a comprehensive understanding of complex phenomena. Finally, implications for future
research are also offered.
CHAPTER 10 MIXED METHODS PROCEDURESHow would you write a mixed mEstelaJeffery653
CHAPTER 10 MIXED METHODS PROCEDURES
How would you write a mixed methods procedure section for your proposal or study? Up until this point, we have considered collected quantitative data and qualitative data. We have not discussed “mixing” or combining the two forms of data in a study. We can start with the assumption that both forms of data provide different types of information (open-ended data in the case of qualitative and closed-ended data in the case of quantitative). If we further assume that each type of data collection has both limitations and strengths, we can consider how the strengths can be combined to develop a stronger understanding of the research problem or questions (and, as well, overcome the limitations of each). In a sense, more insight into a problem is to be gained from mixing or integration of the quantitative and qualitative data. This “mixing” or integrating of data, it can be argued, provides a stronger understanding of the problem or question than either by itself. Mixed methods research, therefore, is simply “mining” the databases more by integrating them. This idea is at the core of a new methodology called “mixed methods research.”
Conveying the nature of mixed methods research and its essential characteristics needs to begin a good mixed methods procedure. Start with the assumption that mixed methods is a methodology in research and that the readers need to be educated as to the basic intent and definition of the design, the reasons for choosing the procedure, and the value it will lend to a study. Then, decide on a mixed methods design to use. There are several from which to choose; consider the different possibilities and decide which one is best for your proposed study. With this choice in hand, discuss the data collection, the data analysis, and the data interpretation, discussion, and validation procedures within the context of the design. Finally, end with a discussion of potential ethical issues that need to be anticipated in the study, and suggest an outline for writing the final study. These are all standard methods procedures, and they are framed in this chapter as they apply to mixed methods research. Table 10.1 shows a checklist of the mixed methods procedures addressed in this chapter.
COMPONENTS OF MIXED METHODS PROCEDURES
Mixed methods research has evolved into a set of procedures that proposal developers and study designers can use in planning a mixed methods study. In 2003, the Handbook of Mixed Methods in the Social and Behavior Sciences (Tashakkori & Teddlie, 2003) was published (and later added to in a second edition, see Tashakkori & Teddlie, 2010), providing a comprehensive overview of this approach. Now several journals emphasize mixed methods research, such as the Journal of Mixed Methods Research, Quality and Quantity, Field Methods, and the International Journal of Multiple Research Approaches. Additional journals actively encourage this form of inquiry (e.g., International Journal of ...
Contextualizing Scientific Research Methodologiesiosrjce
This article dissects the various research instruments currently employed, against the backdrop of
the research design, methodology, population, sampling, and sample size. It highlights quantitative and
qualitative research, data collection methods, as well as the validity and reliability of the investigations. The
article adopted a qualitative research design that utilized documentation analyses to evaluate conventional
approaches to research methods. The study concludes by recommending both qualitative and quantitative
analyses in adding depth to an empirical scientific study
52 NURSERESEARCHER 2011, 18, 2issues in researchQualit.docxalinainglis
52 NURSERESEARCHER 2011, 18, 2
issues in research
Qualitative data analysis: the
framework approach
Introduction
The framework approach was developed in the 1980s by social policy research-
ers at the National Centre for Social Research as a method to manage and
analyse qualitative data in applied policy research. In this context, the research
brief is commissioned; aims and objectives are highly focused and the research-
ers work with structured topic guides to elicit and manage data. This approach
contrasts with entirely inductive approaches, such as grounded theory, where the
research is an iterative process and develops in response to the data obtained
and ongoing analysis. More recently, the framework approach has been gaining
in popularity as a means of analysing qualitative data derived from healthcare
research because it can be used to manage qualitative data and undertake
Abstract
Qualitative methods are invaluable for exploring the complexities of health
care and patient experiences in particular. Diverse qualitative methods are
available that incorporate different ontological and epistemological
perspectives. One method of data management that is gaining in popularity
among healthcare researchers is the framework approach. We will outline
this approach, discuss its relative merits and provide a working example of
its application to data management and analysis.
Authors
Joanna Smith MSc, BSc(Hons) RSCN, RGN is lecturer in children
and young people’s nursing, School of Nursing and Midwifery,
University of Salford, UK
Jill Firth RGN, PhD is a senior research fellow at the School of
Healthcare, University of Leeds, UK
Keywords
Qualitative research, framework approach, patient experiences
NURSERESEARCHER 2011, 18, 2 53
analysis systematically. This enables the researcher to explore data in depth
while simultaneously maintaining an effective and transparent audit trail, which
enhances the rigour of the analytical processes and the credibility of the findings
(Ritchie and Lewis 2003). This article will provide an overview of the framework
approach as a means of managing and analysing qualitative data. To illustrate its
application, we will draw on a study undertaken by one of the authors (JS) as
part of her programme of doctoral research investigating parents’ management
of their children’s hydrocephalus and shunt.
Context
Delivering health care that is responsive to individual needs is an integral part
of the modernisation agenda of the UK’s NHS. Policy directives for people with
long-term conditions emphasise actively involving patients in the management of
their conditions, valuing their expertise and working collaboratively with patients
(Department of Health (DH) 2001, 2005, 2007). When the patient is a child, this
includes understanding the views and experiences of their parents. The potential
benefits of this involvement include: empowering patients.
Based on your course reading assignments and your pending research p.docxcherishwinsland
Based on your course reading assignments and your pending research problem, what type of study do you believe you are conducting, and please explain why?
Extra materials:
Descriptive
research
is a study designed to depict the participants in an accurate way. More simply put, descriptive analysis is all about describing people who take part in the survey.
There are three ways a researcher can go about doing a descriptive research project, and they are:
Observational, defined as a method of viewing and recording the participants
Case study, defined as an in-depth study of an individual or group of individuals
Survey, defined as a brief interview or discussion with an individual about a specific topic
Mixed
methods
research
(Extracted from the article below) is the use of quantitative and qualitative methods in a single study or series of studies. It is a new methodology that is increasingly used by health researchers, especially within health services research. There is a growing literature on the theory, design, and critical appraisal of mixed methods research. However, few papers summarize this methodological approach for health practitioners who wish to conduct or critically engage with mixed methods studies.
Article: Using Mixed Methods in Health Research
Meta-Analysis
Meta
-
analysis
is a statistical technique for combining data from multiple studies on a particular topic. A Meta-analysis is an analytical tool for estimating the mean and variance of underlying population effects from a collection of empirical studies addressing ostensibly the same research question. Meta‐analysis has become an increasingly popular and valuable tool in psychological research, and significant review articles typically employ these methods.
Article: Meta-Analysis in Medical Research
Epidemiology
According to the Centers for Disease Control,
Epidemiology
is the method used to find the causes of health outcomes and diseases in populations. In epidemiology, the patient is the community and individuals are viewed collectively. By definition, epidemiology is the study (scientific, systematic, and data-driven) of the distribution (frequency, pattern) and determinants (causes, risk factors) of health-related states and events (not just diseases) in specified populations (neighborhood, school, city, state, country, global).
Article: Epidemiology is a Science of High Importance
Longitudinal Studies
Longitudinal Study, an epidemiologic study that follows a population forward over time, evaluating the effects of one or more variables on a process. If individuals are followed, it is termed a longitudinal cohort study. If classes—e.g., age classes—are studied, it is a longitudinal cross-sectional study. Longitudinal studies are the converse (opposite) of horizontal (parallel) studies.
Article Longitudinal Studies
.
peer 1 Traditionally, there are three branches of methodology q.docxbartholomeocoombs
peer 1
Traditionally, there are three branches of methodology: quantitative (numeric data), qualitative (observational or interview data), and mixed methods (using both types of data).
The purpose of the Qualitative research method is to reveal a target audience’s range of behavior and the perceptions that drive it with reference to specific topics or issues. This analysis uses small groups of people vs larger groups to for the purposes of developing and establishing a hypotheses. When study is concluded the results are summarized in a manner that is descriptive.
This form of research was developed by both the social and behavioral sciences and includes “in-depth interviews with individuals, group discussions (from two to ten participants is typical); diary and journal exercises; and in-context observations” (http://www.qrca.org). Because of the advancements of today, studies are conveniently conducted “in person, by telephone, via videoconferencing and via the Internet”( http://www.qrca.org) vs on site in most cases.
According to Research Qualitative Research is useful because it does the following (http://www.qrca.org):
·
Provides Several unique aspects of qualitative research contribute to rich, insightful results:
·
Creates Synergy among respondents, as they build on each other’s comments and ideas.
·
Improves the
dynamic nature of the interview or group discussion process, which engages respondents more actively than is possible in more structured survey.
·
Provides the opportunity to probe ("Help me understand why you feel that way") enabling the researcher to reach beyond initial responses and rationales.
·
Provides opportunity to observe, record and interpret non-verbal communication (i.e., body language, voice intonation) as part of a respondent’s feedback, which is valuable during interviews or discussions, and during analysis.
·
Provides the opportunity to engage respondents in "play" such as projective techniques and exercises, overcoming the self-consciousness that can inhibit spontaneous reactions and comments
On the otherhand, the quantitative method of research focuses on “objective measurements and the statistical, mathematical, or numerical analysis” (http://libguides.usc.edu/writingguide/quantitative) This is done through the collection of data that may be
collected through the use of
“polls, questionnaires, and surveys, or by manipulating pre-existing statistical data using computational techniques” (http://libguides.usc.edu/writingguide/quantitative). Unlike the Qualitative method. It analyzes
numerical data and compares it in a form that is more general when observing groups of people it uses the same approach to explain a particular phenomenon based on research.
The Mixed Methods simply includes the benefits of both methods and it has both Strengths and Challenges. Based on my research this method is useful because it enables the researcher to “meanfully interpret data and the topic that is being examined.
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Discuss the evolution of law enforcement in terms of forensic science. How has law enforcement benefited from advances in forensic science?
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Contextualizing Scientific Research Methodologiesiosrjce
This article dissects the various research instruments currently employed, against the backdrop of
the research design, methodology, population, sampling, and sample size. It highlights quantitative and
qualitative research, data collection methods, as well as the validity and reliability of the investigations. The
article adopted a qualitative research design that utilized documentation analyses to evaluate conventional
approaches to research methods. The study concludes by recommending both qualitative and quantitative
analyses in adding depth to an empirical scientific study
52 NURSERESEARCHER 2011, 18, 2issues in researchQualit.docxalinainglis
52 NURSERESEARCHER 2011, 18, 2
issues in research
Qualitative data analysis: the
framework approach
Introduction
The framework approach was developed in the 1980s by social policy research-
ers at the National Centre for Social Research as a method to manage and
analyse qualitative data in applied policy research. In this context, the research
brief is commissioned; aims and objectives are highly focused and the research-
ers work with structured topic guides to elicit and manage data. This approach
contrasts with entirely inductive approaches, such as grounded theory, where the
research is an iterative process and develops in response to the data obtained
and ongoing analysis. More recently, the framework approach has been gaining
in popularity as a means of analysing qualitative data derived from healthcare
research because it can be used to manage qualitative data and undertake
Abstract
Qualitative methods are invaluable for exploring the complexities of health
care and patient experiences in particular. Diverse qualitative methods are
available that incorporate different ontological and epistemological
perspectives. One method of data management that is gaining in popularity
among healthcare researchers is the framework approach. We will outline
this approach, discuss its relative merits and provide a working example of
its application to data management and analysis.
Authors
Joanna Smith MSc, BSc(Hons) RSCN, RGN is lecturer in children
and young people’s nursing, School of Nursing and Midwifery,
University of Salford, UK
Jill Firth RGN, PhD is a senior research fellow at the School of
Healthcare, University of Leeds, UK
Keywords
Qualitative research, framework approach, patient experiences
NURSERESEARCHER 2011, 18, 2 53
analysis systematically. This enables the researcher to explore data in depth
while simultaneously maintaining an effective and transparent audit trail, which
enhances the rigour of the analytical processes and the credibility of the findings
(Ritchie and Lewis 2003). This article will provide an overview of the framework
approach as a means of managing and analysing qualitative data. To illustrate its
application, we will draw on a study undertaken by one of the authors (JS) as
part of her programme of doctoral research investigating parents’ management
of their children’s hydrocephalus and shunt.
Context
Delivering health care that is responsive to individual needs is an integral part
of the modernisation agenda of the UK’s NHS. Policy directives for people with
long-term conditions emphasise actively involving patients in the management of
their conditions, valuing their expertise and working collaboratively with patients
(Department of Health (DH) 2001, 2005, 2007). When the patient is a child, this
includes understanding the views and experiences of their parents. The potential
benefits of this involvement include: empowering patients.
Based on your course reading assignments and your pending research p.docxcherishwinsland
Based on your course reading assignments and your pending research problem, what type of study do you believe you are conducting, and please explain why?
Extra materials:
Descriptive
research
is a study designed to depict the participants in an accurate way. More simply put, descriptive analysis is all about describing people who take part in the survey.
There are three ways a researcher can go about doing a descriptive research project, and they are:
Observational, defined as a method of viewing and recording the participants
Case study, defined as an in-depth study of an individual or group of individuals
Survey, defined as a brief interview or discussion with an individual about a specific topic
Mixed
methods
research
(Extracted from the article below) is the use of quantitative and qualitative methods in a single study or series of studies. It is a new methodology that is increasingly used by health researchers, especially within health services research. There is a growing literature on the theory, design, and critical appraisal of mixed methods research. However, few papers summarize this methodological approach for health practitioners who wish to conduct or critically engage with mixed methods studies.
Article: Using Mixed Methods in Health Research
Meta-Analysis
Meta
-
analysis
is a statistical technique for combining data from multiple studies on a particular topic. A Meta-analysis is an analytical tool for estimating the mean and variance of underlying population effects from a collection of empirical studies addressing ostensibly the same research question. Meta‐analysis has become an increasingly popular and valuable tool in psychological research, and significant review articles typically employ these methods.
Article: Meta-Analysis in Medical Research
Epidemiology
According to the Centers for Disease Control,
Epidemiology
is the method used to find the causes of health outcomes and diseases in populations. In epidemiology, the patient is the community and individuals are viewed collectively. By definition, epidemiology is the study (scientific, systematic, and data-driven) of the distribution (frequency, pattern) and determinants (causes, risk factors) of health-related states and events (not just diseases) in specified populations (neighborhood, school, city, state, country, global).
Article: Epidemiology is a Science of High Importance
Longitudinal Studies
Longitudinal Study, an epidemiologic study that follows a population forward over time, evaluating the effects of one or more variables on a process. If individuals are followed, it is termed a longitudinal cohort study. If classes—e.g., age classes—are studied, it is a longitudinal cross-sectional study. Longitudinal studies are the converse (opposite) of horizontal (parallel) studies.
Article Longitudinal Studies
.
peer 1 Traditionally, there are three branches of methodology q.docxbartholomeocoombs
peer 1
Traditionally, there are three branches of methodology: quantitative (numeric data), qualitative (observational or interview data), and mixed methods (using both types of data).
The purpose of the Qualitative research method is to reveal a target audience’s range of behavior and the perceptions that drive it with reference to specific topics or issues. This analysis uses small groups of people vs larger groups to for the purposes of developing and establishing a hypotheses. When study is concluded the results are summarized in a manner that is descriptive.
This form of research was developed by both the social and behavioral sciences and includes “in-depth interviews with individuals, group discussions (from two to ten participants is typical); diary and journal exercises; and in-context observations” (http://www.qrca.org). Because of the advancements of today, studies are conveniently conducted “in person, by telephone, via videoconferencing and via the Internet”( http://www.qrca.org) vs on site in most cases.
According to Research Qualitative Research is useful because it does the following (http://www.qrca.org):
·
Provides Several unique aspects of qualitative research contribute to rich, insightful results:
·
Creates Synergy among respondents, as they build on each other’s comments and ideas.
·
Improves the
dynamic nature of the interview or group discussion process, which engages respondents more actively than is possible in more structured survey.
·
Provides the opportunity to probe ("Help me understand why you feel that way") enabling the researcher to reach beyond initial responses and rationales.
·
Provides opportunity to observe, record and interpret non-verbal communication (i.e., body language, voice intonation) as part of a respondent’s feedback, which is valuable during interviews or discussions, and during analysis.
·
Provides the opportunity to engage respondents in "play" such as projective techniques and exercises, overcoming the self-consciousness that can inhibit spontaneous reactions and comments
On the otherhand, the quantitative method of research focuses on “objective measurements and the statistical, mathematical, or numerical analysis” (http://libguides.usc.edu/writingguide/quantitative) This is done through the collection of data that may be
collected through the use of
“polls, questionnaires, and surveys, or by manipulating pre-existing statistical data using computational techniques” (http://libguides.usc.edu/writingguide/quantitative). Unlike the Qualitative method. It analyzes
numerical data and compares it in a form that is more general when observing groups of people it uses the same approach to explain a particular phenomenon based on research.
The Mixed Methods simply includes the benefits of both methods and it has both Strengths and Challenges. Based on my research this method is useful because it enables the researcher to “meanfully interpret data and the topic that is being examined.
Discuss the evolution of law enforcement in terms of forensic scienc.docxstandfordabbot
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2)
Discuss the CSI effect. Identify the challenges of the CSI effect for investigators and forensic experts. Discuss the importance of maintaining the chain of custody of evidence.
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***
Discuss the ethics of media/news reporting matters of national security
. ***
* 1 and a half
pages
* APA formatting.
* Cohesive and blended paper
.
Use http://www.dhs.gov/border-security-overview as your topic, keep the thesis in my and keep the topic centered
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Please find
one organization that has recently adopted virtualization
and summarize their reasons for taking this approach. What challenges did they face?
Respond substantively to at least two other students' posts. Were they similar to other organizations? If not, why? If so, how?
Due by Wednesday 9/11/19 and be a minimum of 500 words.
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100 words
.
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Include in your discussion both management and non-management IT security positions that perform security life cycle steps and briefly describe their role.
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Discuss the differences between substantive law, procedural law, c.docxstandfordabbot
Discuss
the differences between substantive law, procedural law, criminal law, civil law, common law, and statutory law. Provide examples of each law and discuss what U.S. Constitution amendments were implemented to protect the rights of businesses and organizations. Discuss the topics you are comfortable with, the topics you struggled with, and how the weekly topics relate to application in your field.
120 words
.
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Discuss the differences between communism socialism and capitalism
make arguments for and against each government system and give country examples for each system
use different countries than the previous response... Make your own examples use the CIa Fact Book if you need assistance
do not use Cuba or the United States your examples
.
Discuss the differences between civil and criminal courts. Is the li.docxstandfordabbot
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How might you handle this case? I just had a 7 year old to to criminal court after sexual abuse by an adult male. She was my youngest child client to go to criminal court. I was really concerned that the defendant would be found not guilty due to her young age and no forensic evidence. I did address this with her and indicated that sometimes the jury get in wrong (she had been explained jury, judge, etc and visited the court room on 2 occasion). He was found guilty in 2 hours and the jury also eat lunch during that time.
By
Fri
day, July 18, 2014
,
.
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Discuss the concept of scarcity. Can you think of anything that is not scarce according to the economic definition? How might governments reduce scarcity?
Discuss the significance of the production possibilities frontier.
How can economies achieve points of production that lie outside the curve? What might cause an economy to produce at points beneath the curve?
.
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PICOT ; Urinary Tract Infections
Address the strengths and weaknesses of searching in a databank versus a web-based search engine. You must use two databanks mentioned in the text.
Examples of databases include PubMed, Cochrane literature, and CINAHL
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Discuss the difference between an income tax expense and an in.docxstandfordabbot
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Your response should be at least 200 words in length. You are required to use at least your textbook as source material for your response. All sources used, including the textbook, must be referenced; paraphrased and quoted material must have accompanying citations.
Levack, B., Muir, E., & Veldman, M. (2011).
The west encounters & transformations
. (3rd ed., Vol. 1, pp. 76-84 ). Upper Saddle: Pearson. DOI: www.pearsonhighered.com
(Levack, Muir & Veldman, 2011)
No wiki, dictionary.com or plagarism
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How effective is the visualization? Why?
What elements would you modify?
Does the example reveal the tool used ( PowerBI, R, Tableau, Qlikview....?
What problem is the visualization addressing?
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Humphreys, J. & Langford, H. (2008). Managing a Corporate Cultural 'Slide'. MIT Sloan Management Review, 49(3), 25-27.
O’Reilly III, C. A., Caldwell, D. F., Chatman, J. A., and Doerr, B. (2014). The Promise and Problems of Organizational Culture: CEO Personality, Culture, and Firm Performance. Group & Organization Management, Vol. 39(6) 595–625
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Discuss the differences between the three major approaches surroundi.docx
1. Discuss the differences between the three major approaches
surrounding collection and analysis of data i,e., quantitative,
qualitative, and mixed methods. As well as, describe the design
of scientific inquiry that may go with each method i.e., survey,
narrative, phenomenological, ethnographic, grounded theory, or
case study and why it would be selected. Then address which
method and design you think you would prefer to use to conduct
research and why.
Requires 250-300 words each forum.
#1
For this week’s forum post, We discuss the three major
approaches surrounding collection and analysis of data. The
first of the three approaches are quantitative. Quantitative,
represents the method of utilizing numeric data and statistics in
communicating the results. The second of the three approaches
are qualitative. Qualitative represents the method of gathering
data in the form of words and descriptions, such as interviews
and focus groups, to communicate the results. The third, and
final approach surrounding collection and analysis of data is
mixed methods. Mixed methods incorporate both of what the
quantitative and qualitative approach focus on. Using both
numeric data and personal communication (Todd, Nerlich,
McKeown, Clarke, p.2,3)
Quantitative
The quantitative method, involves numeric data and statistics to
2. communicate findings. It emphasizes data, measured
objectively, because it cannot be disputed. Polls,
questionnaires, and surveys are three methods used in the
collection of statistical, mathematical, or numerical analysis of
data. The primary purpose of quantitative research is to explain
a particular event. By gathering a specific type of data, and
generalizing it across an area small or wide. The goal, is to
determine the relationships between variables, in that given
area. Typically, this type of research is used to create graphs
and tables of raw data. (Todd, Nerlich, McKeown, Clarke,
p.2,3). This method would involve survey and ethnographic,
because both are products of statistical analysis.
Qualitative
The qualitative method, involves gathering data in the form of
words and descriptions. It emphasizes to understand the social
reality of a given group and cultures as nearly as possible as its
participants feel it or live it. The study is conducted in the
person or groups natural setting. The goal of the qualitative
approach is to understand the “why” behind a particular
phenomenon, or behavior, acts the way it does. (Saul McLeon,
p.1,2)
This method would involve narrative and case study, because
both of those studies involve personal data. Data that is
received in the form of words.
Mixed Method
The mixed method, combines both of the approaches, that the
quantitative and qualitative method focus on. It emphasizes the
3. collection, analysis, and integrating quantitative and qualitative
research. The issue with both qualitative and quantitative
research, is that there are weaknesses to only using one method
at a time. Mixing the methods allows for an offshoot of the
weakness. This method allows for the researcher to gain in
breadth and depth of understand and corroboration. (CIRT, p.1)
This method would include Phenomenological, grounded
theory, and all of the other methods included since it is a
“mixed” method, because this method is “mixed” technically,
all other method results could be included in mixed mythology
research methods.
Bibliography
“Overview of Mixed Methods”. CIRT. [date accessed] 17
December, 2018.
https://cirt.gcu.edu/research/developmentresources/research_rea
dy/mixed_methods/overview
Saul McLeon. “Qualitative vs. Quantitative Research”.
Simplypsychology. 2017. [date accessed] 16 December, 2018.
https://www.simplypsychology.org/qualitative-quantitative.html
Zazie Todd, Brigitte Nerlich, Suzanne McKeown, David Clarke.
“Mixing Methods in Psychology: The Integration of Qualitative
and Quantitative Methods in Theory and Practice.”. Taylor &
Francis Group. 2 August, 2004. [date accessed] 16 December,
2018.
https://ebookcentral-proquest-
com.ezproxy1.apus.edu/lib/apus/reader.action?docID=199956
4. #2
Qualitative research is characterized by its aims, which usually
relate to understanding aspects of social life. In general,
qualitative data uses words rather then empirical data for
analysis ( McCusker, & Gunaydin 5).
Qualitative data is too imprecise for instance in analyzing how
many people in a certain group or location contracted a specific
disease, whereas qualitative data would be helpful in
ascertaining information on the well-being of patients such as
their experiences or attitudes while being treated by a
healthcare worker in a medical facility. (5-6).
Typical methods of gathering qualitative methods would be
having the group being surveyed to answer questions like;
‘what,’ ‘how’ or ‘why’. The information from the information
gathered for this part of a survey although qualitative therefore
subjective, would help the researcher ascertain the general
mood or feelings well-being of said patients. This portion of a
study would become very useful for a facility like a hospital
that is trying to provide better care for its patients in the future.
(6-7).
Qualitative research would be a process of gathering data
ascertaining information on patient to by answering survey
questions like; ‘how many’ or ‘how much’. Then adding
statistical data such as the number of patients who died or how
long it took to recover along with the medical protocols
followed.
5. Strengths and weaknesses
The author outlines the strengths and weaknesses of the
qualitative and quantitative research but notes the peer-
reviewed research can become a debate over the values and
strengths of each type of data collection, rather than focusing on
the intrinsic values and the need for both systems of data (5-7).
For instance, in hospital research, if the research is not curtailed
to the overall all well-being of the patients in turn the
quantitative data could become askew. In a further example,
patients being treated for the same disease in a field hospital
with limited comforts such as washroom facilities nearby, or the
number of family members available, may not fair as well as a
patient being treated for the same illness in a private room with
family visiting or the comfort of staying in an air-conditioned
room.
The Mixed approach to research has become increasingly
recognized, because of the way it encompasses a holistic
method, especially when it involves people. Mixed method
design of research by default in the above hospital example
would be a more dependable way of exploring the research data.
Finally, the qualitative data may offer a valuable understanding
of patients in the focus group, while the empirical values would
act as a solid foundation in the study, as in involving the types
of medications administered and how often.
In conclusion, qualitative research is an objective way of
gathering data as compared to quantitative that is more
6. subjective in its method of compiling information. The mixed
approach merges the two types of data creating a holistic
approach.
References
McCusker, K. & Gunaydin S. (2014). U.K. Sage Publishers.
Vol> 30(7) 537-542.