This document discusses mixed methods research, which combines quantitative and qualitative approaches. It defines mixed methods as collecting both types of data concurrently or sequentially, with one given priority and integration at various stages. Quantitative research focuses on objective facts while qualitative explores meanings; mixed methods allows generalization and rich contextual understanding. The document outlines mixed methods models and how the approaches can complement each other to triangulate or expand findings, while noting potential weaknesses like lack of integration.
Dr Calzada delivered a lecture regarding Mixed Methods and Triangulation as a complex way in which research combines qualitative and quantitative sequential or concurrent approach.
Triangulation: An Approach to establish Credibility and Dependability of Qual...sankarprasadmohanty
This is an important presentation in educational research for MA in Education/ MPhil (Education) /Ph.D. (Education) students. Triangulation is an approach to establish Credibility (Validity) and Dependability (Reliability) of Qualitative Studies.
Dr Calzada delivered a lecture regarding Mixed Methods and Triangulation as a complex way in which research combines qualitative and quantitative sequential or concurrent approach.
Triangulation: An Approach to establish Credibility and Dependability of Qual...sankarprasadmohanty
This is an important presentation in educational research for MA in Education/ MPhil (Education) /Ph.D. (Education) students. Triangulation is an approach to establish Credibility (Validity) and Dependability (Reliability) of Qualitative Studies.
RESEARCH APPROACHES AND DESIGNS
A Research design is the framework or guide used for the planning, implementation and analysis of a study. It is a systematic plan of what is to be done, how it will be done and how the data will be analyzed.
ELEMENTS OF RESEARCH DESIGN
Research design is also known as a blueprint thatresearchers select to carry out their research study,sometimes research design is used interchangeably withthe term methodology. Research design includes majorelements like:
The Approach
The Population, Sample and Sampling Technique
The Time, Place and Sources of Data collection
Tools and methods of data collection
Methods of data analysis
Introduction
In life, there are universal laws that govern everything we do. These laws are so perfect that if you were to align yourself with them, you could have so much prosperity that it would be coming out of your ears. This is because God created the universe in the image and likeness of him. It is failure to follow the universal laws that causes one to fail. The laws that were created consisted of the following: ·
Law of Gratitude: The Law of Gratitude states that you must show gratitude for what you have. By having gratitude, you speed your growth and success faster than you normally would. This is because if you appreciate the things you have, even if they are small things, you are open to receiving more.
Law of Attraction: The Law of Attraction states that if you focus your attention on something long enough you will get it. It all starts in the mind. You think of something and when you think of it, you manifest that in your life. This could be a mental picture of a check or actual cash, but you think about it with an image.
Law of Karma: the Law of Karma states that if you go out and do something bad, it will come back to you with something bad. If you do well for others, good things happen to you. The principle here is to know you can create good or bad through your actions. There will always be an effect no matter what.
Law of Love: the Law of Love states that love is more than emotion or feeling; it is energy. It has substance and can be felt. Love is also considered acceptance of oneself or others. This means that no matter what you do in life if you do not approach or leave the situation out of love, it won't work.
Law of Allowing: The Law of Allowing states that for us to get what we want, we must be receptive to it. We can't merely say to the Universe that we want something if we don't allow ourselves to receive it. This will defeat our purpose for wanting it in the first place.
Law of Vibration: the Law of Vibration states that if you wish on something and use your thoughts to visualize it, you are halfway there to get it. To complete the cycle you must use the Law of Vibration to feel part of what you want. Do this and you'll have anything you want in life.
For everything to function properly there has to be structure. Without structure, our world, or universe, would be in utter chaos. Successful people understand universal laws and apply them daily. They may not acknowledge that to you, but they do follow the laws. There is a higher power and this higher power controls the universe and what we get out of it. People who know this, but wish to direct their own lives, follow the reasons. Successful people don't sit around and say "I'll try," they say yes and act on it.
Chapter - 1
The Law of Attraction
The law of attraction is the most powerful force in the universe. If you work against it, it can only bring you pain and misery. Successful people know this but have kept it hidden from the lower class for centuries because th
Difference between quantitative and qualitative researchSafi Nawam
Researchers usually work within a paradigm that is consistent with their world view, and that gives rise to the types of question that excite their curiosity.
The maturity of the concept of interest also may lead to one or the other paradigm: when little is known about a topic, a qualitative approach is often more fruitful than a quantitative one
RESEARCH APPROACHES AND DESIGNS
A Research design is the framework or guide used for the planning, implementation and analysis of a study. It is a systematic plan of what is to be done, how it will be done and how the data will be analyzed.
ELEMENTS OF RESEARCH DESIGN
Research design is also known as a blueprint thatresearchers select to carry out their research study,sometimes research design is used interchangeably withthe term methodology. Research design includes majorelements like:
The Approach
The Population, Sample and Sampling Technique
The Time, Place and Sources of Data collection
Tools and methods of data collection
Methods of data analysis
Introduction
In life, there are universal laws that govern everything we do. These laws are so perfect that if you were to align yourself with them, you could have so much prosperity that it would be coming out of your ears. This is because God created the universe in the image and likeness of him. It is failure to follow the universal laws that causes one to fail. The laws that were created consisted of the following: ·
Law of Gratitude: The Law of Gratitude states that you must show gratitude for what you have. By having gratitude, you speed your growth and success faster than you normally would. This is because if you appreciate the things you have, even if they are small things, you are open to receiving more.
Law of Attraction: The Law of Attraction states that if you focus your attention on something long enough you will get it. It all starts in the mind. You think of something and when you think of it, you manifest that in your life. This could be a mental picture of a check or actual cash, but you think about it with an image.
Law of Karma: the Law of Karma states that if you go out and do something bad, it will come back to you with something bad. If you do well for others, good things happen to you. The principle here is to know you can create good or bad through your actions. There will always be an effect no matter what.
Law of Love: the Law of Love states that love is more than emotion or feeling; it is energy. It has substance and can be felt. Love is also considered acceptance of oneself or others. This means that no matter what you do in life if you do not approach or leave the situation out of love, it won't work.
Law of Allowing: The Law of Allowing states that for us to get what we want, we must be receptive to it. We can't merely say to the Universe that we want something if we don't allow ourselves to receive it. This will defeat our purpose for wanting it in the first place.
Law of Vibration: the Law of Vibration states that if you wish on something and use your thoughts to visualize it, you are halfway there to get it. To complete the cycle you must use the Law of Vibration to feel part of what you want. Do this and you'll have anything you want in life.
For everything to function properly there has to be structure. Without structure, our world, or universe, would be in utter chaos. Successful people understand universal laws and apply them daily. They may not acknowledge that to you, but they do follow the laws. There is a higher power and this higher power controls the universe and what we get out of it. People who know this, but wish to direct their own lives, follow the reasons. Successful people don't sit around and say "I'll try," they say yes and act on it.
Chapter - 1
The Law of Attraction
The law of attraction is the most powerful force in the universe. If you work against it, it can only bring you pain and misery. Successful people know this but have kept it hidden from the lower class for centuries because th
Difference between quantitative and qualitative researchSafi Nawam
Researchers usually work within a paradigm that is consistent with their world view, and that gives rise to the types of question that excite their curiosity.
The maturity of the concept of interest also may lead to one or the other paradigm: when little is known about a topic, a qualitative approach is often more fruitful than a quantitative one
Introduction to AI for Nonprofits with Tapp NetworkTechSoup
Dive into the world of AI! Experts Jon Hill and Tareq Monaur will guide you through AI's role in enhancing nonprofit websites and basic marketing strategies, making it easy to understand and apply.
Honest Reviews of Tim Han LMA Course Program.pptxtimhan337
Personal development courses are widely available today, with each one promising life-changing outcomes. Tim Han’s Life Mastery Achievers (LMA) Course has drawn a lot of interest. In addition to offering my frank assessment of Success Insider’s LMA Course, this piece examines the course’s effects via a variety of Tim Han LMA course reviews and Success Insider comments.
Safalta Digital marketing institute in Noida, provide complete applications that encompass a huge range of virtual advertising and marketing additives, which includes search engine optimization, virtual communication advertising, pay-per-click on marketing, content material advertising, internet analytics, and greater. These university courses are designed for students who possess a comprehensive understanding of virtual marketing strategies and attributes.Safalta Digital Marketing Institute in Noida is a first choice for young individuals or students who are looking to start their careers in the field of digital advertising. The institute gives specialized courses designed and certification.
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Unit 8 - Information and Communication Technology (Paper I).pdfThiyagu K
This slides describes the basic concepts of ICT, basics of Email, Emerging Technology and Digital Initiatives in Education. This presentations aligns with the UGC Paper I syllabus.
June 3, 2024 Anti-Semitism Letter Sent to MIT President Kornbluth and MIT Cor...Levi Shapiro
Letter from the Congress of the United States regarding Anti-Semitism sent June 3rd to MIT President Sally Kornbluth, MIT Corp Chair, Mark Gorenberg
Dear Dr. Kornbluth and Mr. Gorenberg,
The US House of Representatives is deeply concerned by ongoing and pervasive acts of antisemitic
harassment and intimidation at the Massachusetts Institute of Technology (MIT). Failing to act decisively to ensure a safe learning environment for all students would be a grave dereliction of your responsibilities as President of MIT and Chair of the MIT Corporation.
This Congress will not stand idly by and allow an environment hostile to Jewish students to persist. The House believes that your institution is in violation of Title VI of the Civil Rights Act, and the inability or
unwillingness to rectify this violation through action requires accountability.
Postsecondary education is a unique opportunity for students to learn and have their ideas and beliefs challenged. However, universities receiving hundreds of millions of federal funds annually have denied
students that opportunity and have been hijacked to become venues for the promotion of terrorism, antisemitic harassment and intimidation, unlawful encampments, and in some cases, assaults and riots.
The House of Representatives will not countenance the use of federal funds to indoctrinate students into hateful, antisemitic, anti-American supporters of terrorism. Investigations into campus antisemitism by the Committee on Education and the Workforce and the Committee on Ways and Means have been expanded into a Congress-wide probe across all relevant jurisdictions to address this national crisis. The undersigned Committees will conduct oversight into the use of federal funds at MIT and its learning environment under authorities granted to each Committee.
• The Committee on Education and the Workforce has been investigating your institution since December 7, 2023. The Committee has broad jurisdiction over postsecondary education, including its compliance with Title VI of the Civil Rights Act, campus safety concerns over disruptions to the learning environment, and the awarding of federal student aid under the Higher Education Act.
• The Committee on Oversight and Accountability is investigating the sources of funding and other support flowing to groups espousing pro-Hamas propaganda and engaged in antisemitic harassment and intimidation of students. The Committee on Oversight and Accountability is the principal oversight committee of the US House of Representatives and has broad authority to investigate “any matter” at “any time” under House Rule X.
• The Committee on Ways and Means has been investigating several universities since November 15, 2023, when the Committee held a hearing entitled From Ivory Towers to Dark Corners: Investigating the Nexus Between Antisemitism, Tax-Exempt Universities, and Terror Financing. The Committee followed the hearing with letters to those institutions on January 10, 202
Synthetic Fiber Construction in lab .pptxPavel ( NSTU)
Synthetic fiber production is a fascinating and complex field that blends chemistry, engineering, and environmental science. By understanding these aspects, students can gain a comprehensive view of synthetic fiber production, its impact on society and the environment, and the potential for future innovations. Synthetic fibers play a crucial role in modern society, impacting various aspects of daily life, industry, and the environment. ynthetic fibers are integral to modern life, offering a range of benefits from cost-effectiveness and versatility to innovative applications and performance characteristics. While they pose environmental challenges, ongoing research and development aim to create more sustainable and eco-friendly alternatives. Understanding the importance of synthetic fibers helps in appreciating their role in the economy, industry, and daily life, while also emphasizing the need for sustainable practices and innovation.
The French Revolution, which began in 1789, was a period of radical social and political upheaval in France. It marked the decline of absolute monarchies, the rise of secular and democratic republics, and the eventual rise of Napoleon Bonaparte. This revolutionary period is crucial in understanding the transition from feudalism to modernity in Europe.
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A Strategic Approach: GenAI in EducationPeter Windle
Artificial Intelligence (AI) technologies such as Generative AI, Image Generators and Large Language Models have had a dramatic impact on teaching, learning and assessment over the past 18 months. The most immediate threat AI posed was to Academic Integrity with Higher Education Institutes (HEIs) focusing their efforts on combating the use of GenAI in assessment. Guidelines were developed for staff and students, policies put in place too. Innovative educators have forged paths in the use of Generative AI for teaching, learning and assessments leading to pockets of transformation springing up across HEIs, often with little or no top-down guidance, support or direction.
This Gasta posits a strategic approach to integrating AI into HEIs to prepare staff, students and the curriculum for an evolving world and workplace. We will highlight the advantages of working with these technologies beyond the realm of teaching, learning and assessment by considering prompt engineering skills, industry impact, curriculum changes, and the need for staff upskilling. In contrast, not engaging strategically with Generative AI poses risks, including falling behind peers, missed opportunities and failing to ensure our graduates remain employable. The rapid evolution of AI technologies necessitates a proactive and strategic approach if we are to remain relevant.
Macroeconomics- Movie Location
This will be used as part of your Personal Professional Portfolio once graded.
Objective:
Prepare a presentation or a paper using research, basic comparative analysis, data organization and application of economic information. You will make an informed assessment of an economic climate outside of the United States to accomplish an entertainment industry objective.
2. Objectives
After this session you will be able to:
• Distinguish between quantitative, qualitative and mixed
research designs
• Identify when qualitative and qualitative approaches can
complement each other
• Select from a range of mixed methods designs
• Explain when mixed methods designs may not be
appropriate
3. Definition
Mixed methods consists of ‘the collection or
analysis of both quantitative and qualitative data
in a single study in which the data are collected
concurrently or sequentially, are given a priority,
and involve the integration of data at one or more
stages in the process of research’ (Creswell et al,
2003: 212).
4. Differences between quantitative and
qualitative methods
Quantitative methods Qualitative methods
Epistemological positions Objectivist Constructivist
Relationship between
researcher and subject
Distant /outsider Close/insider
Research focus ‘Facts’ Meanings
Relationship between
theory/concepts and
research
Deduction/confirmation Induction/emergent
Scope of findings Nomothetic Ideographic
The nature of data Data based upon numbers Data based upon text
5. Epistemological positions
• Quantitative research emanates from an objectivist
position which holds that reality exists independently of
the researcher – the truth is ‘out there’.
• Qualitative research is more closely linked to a
constructivist paradigm, which sees truth and meaning
as constructed and interpreted by individuals.
6. Relationship between researcher and
subjects
• Quantitative research, researchers aim to keep
themselves at a distance (emotional/physical) from those
they are researching
• Qualitative research usually involves direct contact
between researcher and those they are researching,
sometimes for long periods of time.
7. Research focus
• Quantitative research concentrates on the gathering of
‘facts’, in order that ‘truth claims’ can be established.
• Qualitative researchers contend that truth and meaning
do not exist in some external world, but are constructed
through peoples’ interactions with the world
8. Scope of findings
• Quantitative methods are regarded as nomothetic which
attempts to establish law-like findings that hold
irrespective of time
• Qualitative research is ideographic which locates its
findings in specific time periods and localities and is
much more concerned with the depth and intensity of
findings rather than breadth (generalizability)
9. The nature of data
• Quantitative studies generate data in the form of
numbers, often depicted positively as reliable and
rigorous, probably because of their association with
‘science’.
• Qualitative research generates what is claimed to be
‘rich’ or ‘deep’ data, usually in the form of text but
sometimes in photographs, maps or other visual media.
10. Mixed methods allow researchers to….
• Generalise from a sample to a population (as in
quantitative research)
• Gain a richer, contextual understanding of the
phenomenon being researched (as in qualitative
research)
11. How methods can be mixed
Types of mixing Comments
Two types of research question One fitting a quantitative approach and the
other qualitative
The manner in which the research
questions are developed
Preplanned (quantitative) versus
participatory/emergent (qualitative)
Two types of sampling procedure Probability versus purposive
Two types of data collection procedures Surveys (quantitative) versus focus groups
(qualitative)
Two types of data analysis Numerical versus textual (or visual)
Two types of data analysis Statistical versus thematic
Two types of conclusions Objective versus subjective interpretations
12. Mixed methods models
DESIGN 1
DESIGN 2
DESIGN 3
QUAL
Exploration
QUANT
Questionnaire
QUAL
Deepening and
assessing results
Continuous collection of both
sorts of data
QUAL
QUANT
QUANT
Survey
QUAL
Field study
QUANT
Experiment
13. Qualitative then quantitative
• Little is known about the research problem or research
setting
• Qualitative study explores, identifies and can provide
clarity about the kinds of variables requiring further
investigation.
14. Quantitative then qualitative
• Quantitative study could be used to identify important
themes that qualitative fieldwork could then deepen
• Quantitative survey is used to identify groups of
respondents with strongly contrasting views about a
subject. These polarised groups can then be used for
follow up qualitative interviews to gain an in-depth
understanding
15. Quantitative and qualitative
concurrently
• Continuous collection of both sorts of data
• The quantitative and qualitative data may focus on
similar themes or on different themes
16. Benefits of mixed methods designs
• Triangulation. Seeks convergence, corroboration, correspondence
of results from different methods
• Complementarity. Seeks elaboration, enhancement, illustration,
clarification of results of one method with the results from the other
• Development. Seeks to use the results of one method to help or
inform the other method
• Initiation. Seeks the discovery of paradox and contradiction, new
perspectives, the recasting of questions or the results from one
method with questions or results from the other method
• Expansion. Seeks to extend the breadth and range of inquiry by
using different methods from different inquiry components
17. Potential weaknesses of mixed
methods
• Quantitative questions may end up measuring different
constructs to qualitative
• Costs can be high
• Problems in managing to synthesise quantitative and
qualitative findings
• Lack of integration in many studies
18. Summary
• Quantitative and qualitative research methods have traditionally
been associated with conflicting research paradigms based upon
different epistemological positions
• Many researchers now recognize that quantitative and qualitative
approaches can be combined into a mixed methods design
• Mixed methods approaches
– can be based upon different types of research question,
sampling procedures, data collection methods or approaches to
data analysis
– are flexible and can include sequential designs with quantitative
methods preceding qualitative, or vice versa, or concurrent
designs
– should be based upon the kinds of questions being addressed
and how the design can aid in the answering of these questions