This document discusses grounded theory (GT) as a qualitative research methodology. It explains that GT was developed as an alternative to positivist approaches that aim to test preconceived hypotheses. GT instead uses an inductive process to generate explanatory theory directly from data about people's social roles and behaviors. The document outlines GT's key aspects, including open, axial, and theoretical coding processes. It also covers grounded theory procedures such as theoretical sampling, data collection methods, and steps for developing and presenting a GT.
A comprehensive presentation based on a qualitative research methodology 'Grounded Theory, presented at Government College University Lahore, Pakistan.
A comprehensive presentation based on a qualitative research methodology 'Grounded Theory, presented at Government College University Lahore, Pakistan.
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Quantitative Methods of Research-Intro to research
Once a researcher has written the research question, the next step is to determine the appropriate research methodology necessary to study the question. The three main types of research design methods are qualitative, quantitative and mixed methods.
Quantitative research involves the systematic collection and analysis of data.
Grounded Theory: A specific methodology developed by Glaser and Strauss (1967) for the purpose of building theory from data. In their book the term grounded theory is used in a more sense to denote theoretical constructs derived form qualitative analysis of data.
Ethnography is a Social science research method. It is the primary data collection method. It is mainly combined with social background. A qualitative approach that studies the cultural patterns and perspectives of participants in their natural setting.
Ethnography came from Greek, it identifies its roots in sociology and anthropology.
*Ethnos = People
*Graphing = Writing
“Ethnography literally means ‘a portrait of a people’. Ethnography is a written description of a particular culture, the custom, belief and behaviour based on information collected through field work.” (Harris and Johnson 2000).
Qualitative research involves collecting and analyzing non-numerical data (e.g., text, video, or audio) to understand concepts, opinions, or experiences. It can be used to gather in-depth insights into a problem or generate new ideas for research.
I’m a young Pakistani Blogger, Academic Writer, Freelancer, Quaidian & MPhil Scholar, Quote Lover, Co-Founder at Essar Student Fund & Blueprism Academia, belonging from Mehdiabad, Skardu, Gilgit Baltistan, Pakistan.
I am an academic writer & freelancer! I can work on Research Paper, Thesis Writing, Academic Research, Research Project, Proposals, Assignments, Business Plans, and Case study research.
Expertise:
Management Sciences, Business Management, Marketing, HRM, Banking, Business Marketing, Corporate Finance, International Business Management
For Order Online:
Whatsapp: +923452502478
Portfolio Link: https://blueprismacademia.wordpress.com/
Email: arguni.hasnain@gmail.com
Follow Me:
Linkedin: arguni_hasnain
Instagram : arguni.hasnain
Facebook: arguni.hasnain
Quantitative Methods of Research-Intro to research
Once a researcher has written the research question, the next step is to determine the appropriate research methodology necessary to study the question. The three main types of research design methods are qualitative, quantitative and mixed methods.
Quantitative research involves the systematic collection and analysis of data.
Grounded Theory: A specific methodology developed by Glaser and Strauss (1967) for the purpose of building theory from data. In their book the term grounded theory is used in a more sense to denote theoretical constructs derived form qualitative analysis of data.
Ethnography is a Social science research method. It is the primary data collection method. It is mainly combined with social background. A qualitative approach that studies the cultural patterns and perspectives of participants in their natural setting.
Ethnography came from Greek, it identifies its roots in sociology and anthropology.
*Ethnos = People
*Graphing = Writing
“Ethnography literally means ‘a portrait of a people’. Ethnography is a written description of a particular culture, the custom, belief and behaviour based on information collected through field work.” (Harris and Johnson 2000).
Qualitative research involves collecting and analyzing non-numerical data (e.g., text, video, or audio) to understand concepts, opinions, or experiences. It can be used to gather in-depth insights into a problem or generate new ideas for research.
Diagrammatic Summary of Research Methodology, Ethics & StatisticsSohail Bajammal
A diagrammatic summary of three presentations given for the UQU Medical Research Club "Your Journey Towards Research: Writing Research Proposal" held at King Abdullah Medical City, Makkah. May 17, 2012.
Presentations summarized include:
1. Research Methodology
2. Research Ethics
3. Statistics
This guide is designed to provide you with an overview of the steps required to conduct a Focus Group Discussion (FGD) including the resources required, and instructions about what you do with the information when you have completed the FGDs.
Market Research - Course Slides
CONTENTS
1. Introduction
-Marketing Research
-Types of Market Research
-Research Methods
2.Qualitative Research Methods
- Focus Groups
- Depth Interview
- Projective Techniques
- Comparison of Qualitative Techniques
3. Observation Methods
4. Survey: Measurement and Scaling
- Intorduction
- Comparative Scales
- Non-comparative Scales
- Multi-item Scales
- Reliability and Validity
5.Questionnaire
- Asking Questions
- Overcoming Inability to Answer
- Overcoming Unwillingness to Answer
- Increasing Willingness of Respondents
- Determining the Order of Questions
- What’s Next?
6.Sampling
- Non-probability Sampling
- Probability Sampling
- Choosing Non-Probability vs. Probability Sampling
- Sample Size
7. Data Analysis: A Concise Overview of Statistical Techniques
- Descriptive Statistics: Some Popular Displays of Data
- Organizing Qualitative Data
- Organizing Quantitative Data
- Summarizing Data Numerically
- Cross-Tabulations
- Inferential Statistics: Can the results be generalized to population?
- Hypothesis Testing
- Strength of a Relationship in Cross-Tabulation
- Describing the Relationship Between Two (Ratio Scaled) Variables
8. Advanced Techniques of Market Analysis: A Brief Overview of Some Useful Concepts
- Conjoint Analysis
- Market Simulations
- Market Segmentation
- Perceptual Positioning Maps
9. Reporting Results
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
RESEARCH METHODOLOGIES IN ARCHITECTURE,
ANNA UNIVERSITY, CHENNAI
M.ARCH. (ENVIRONMENTAL ARCHITECTURE)
UNIT I INTRODUCTION
➔ Basic research issues and concepts
➔ orientation to research process
Types of research
➔ historical, qualitative, correlational ,experimental, simulation and modeling, Logical
and argumentation, case study and mixed methods
➔ illustration using research samples
UNIT II RESEARCH PROCESS
➔ Elements of Research process:
➔ finding a topic- writing an introduction
➔ stating a purpose of study identifying key research questions and hypotheses
➔ reviewing literature,using theory defining ,delimiting and stating the significance of the
study,
➔ advanced methods and procedures for data collection and analysis
➔ illustration using research samples
UNIT III RESEARCHING AND DATA COLLECTION
➔ Library and archives
➔ Internet: New information and the role of internet
➔ finding and evaluating sources
➔ misuse- test for reliability- ethics
Methods of data collection
➔ From primary sources
➔ observation and recording, interviews, structured and unstructured, questionnaire,
open ended and close ended questions and the advantages, sampling
➔ Problems encountered in collecting data from secondary sources.
UNIT IV REPORT WRITING
➔ Research writing in general
➔ Components: referencing
➔ writing the bibliography
➔ Developing the outline
➔ presentation.
UNIT V CASE STUDIES
➔ Case studies in the relevant discipline illustrating how good research can be used from
project inception to completion
➔ review of research publications.
Research Methodolgy & Intellectual Property Rights Series 1T.D. Shashikala
This PPT is prepared for VTU-Karnataka, Mtech/PhD syllabus based on C.R. Kothari, Gaurav Garg, Research Methodology: method and Techniques, New age International, 4th Edition,2018
Chatty Kathy - UNC Bootcamp Final Project Presentation - Final Version - 5.23...John Andrews
SlideShare Description for "Chatty Kathy - UNC Bootcamp Final Project Presentation"
Title: Chatty Kathy: Enhancing Physical Activity Among Older Adults
Description:
Discover how Chatty Kathy, an innovative project developed at the UNC Bootcamp, aims to tackle the challenge of low physical activity among older adults. Our AI-driven solution uses peer interaction to boost and sustain exercise levels, significantly improving health outcomes. This presentation covers our problem statement, the rationale behind Chatty Kathy, synthetic data and persona creation, model performance metrics, a visual demonstration of the project, and potential future developments. Join us for an insightful Q&A session to explore the potential of this groundbreaking project.
Project Team: Jay Requarth, Jana Avery, John Andrews, Dr. Dick Davis II, Nee Buntoum, Nam Yeongjin & Mat Nicholas
As Europe's leading economic powerhouse and the fourth-largest hashtag#economy globally, Germany stands at the forefront of innovation and industrial might. Renowned for its precision engineering and high-tech sectors, Germany's economic structure is heavily supported by a robust service industry, accounting for approximately 68% of its GDP. This economic clout and strategic geopolitical stance position Germany as a focal point in the global cyber threat landscape.
In the face of escalating global tensions, particularly those emanating from geopolitical disputes with nations like hashtag#Russia and hashtag#China, hashtag#Germany has witnessed a significant uptick in targeted cyber operations. Our analysis indicates a marked increase in hashtag#cyberattack sophistication aimed at critical infrastructure and key industrial sectors. These attacks range from ransomware campaigns to hashtag#AdvancedPersistentThreats (hashtag#APTs), threatening national security and business integrity.
🔑 Key findings include:
🔍 Increased frequency and complexity of cyber threats.
🔍 Escalation of state-sponsored and criminally motivated cyber operations.
🔍 Active dark web exchanges of malicious tools and tactics.
Our comprehensive report delves into these challenges, using a blend of open-source and proprietary data collection techniques. By monitoring activity on critical networks and analyzing attack patterns, our team provides a detailed overview of the threats facing German entities.
This report aims to equip stakeholders across public and private sectors with the knowledge to enhance their defensive strategies, reduce exposure to cyber risks, and reinforce Germany's resilience against cyber threats.
1. Chapter 25. McNabb, D. (2002)
Research Methods in Public Administration and
Non-Profit Management
Presented by: SL Dingcong, DPA, UP NCPAG
Course: PA299.1 under Dr. Rizal Cruz
2. • Evolved from the roots of symbolic
interactionism (Mead, Blumer, et.al)
• People define themselves through social roles,
expectations, and perspectives acquired from society
through socialization and social interactions (Mead,
1934)
• Blumer (1986) added – meanings people have for
things determine the way they behave toward them;
meanings come from people’s interactions; people
under a process of constant interpretation
3.
4. • Mainly a qualitative research approach
• Proposed as a reaction against the restrictions of
the positivist research methodology – purpose of
testing preconceived theoretical hypotheses.
• GT is to develop explanatory and predictive
theory out of the information gathered about
social life, roles, and expected behaviors of
people
• Inductive process where theory is rooted in the
data gathered
5. • Glaser: two coding processes are open
(substantive) and theoretical
• Straus and Corbin added a third, intermediate
step called “axial coding” which is suppose to
demystify the grounded theory process
• Axial coding required the initial open-coded data
to be placed in 6 categories: (1) causal
conditions, (2) phenomena, (3) context, (4)
intervening conditions, (5) actions/strategies, and
(6) consequences
6. 1. Select a topic of interest
2. Determine the purpose of the research
3. Select a group or sample to study
4. Collect research data using interviews, observation,
and document analysis
5. Open (preliminary) coding as it is collected
----- Axial coding process
6. Theoretical coding for theory development
7. Development and presentation of theory
7. • GT can be used in any field of study
• Warning: avoid using GT in
approaching a particular area of study
with a preconceived hypothesis
8. 1. To evaluate accuracy of earlier
evidence
2. To make generalizations based on
experience
3. To identify a unit of measurement for
a one-case study
4. To verify an existing theory
5. To generate a theory
9. • Theoretical sampling – to maximize opportunities
to compare events, incidents, or happenings to
determine how a category varies in terms of its
properties and dimensions
• Process of picking the sources that can provide
the most information about the research topic
• Concern is to ensure the representativeness of
the sample than the concept of randomness
10. • Personal interviews
• Simple or naturalistic observations
• Narratives
• Document or artifact analysis
11. • Coding is a process of applying some conceptually
meaningful set of identifiers to the concepts,
categories, and characteristics.
• This is an initial step in data analysis with the
purpose of establishing or discovering categories
and their properties
• Groupings of ideas (themes) and as many as the
researcher can come up with based on her data
• This process undergoes several runs until a set of
“core categories” is established.
• Next step is either to use axial coding with the 6
preconceived categories or proceed to the
theoretical coding
12. • Process of imposing a final structure on the data and
establishing rank-order importance of the conceptual
categories (Lee, 1999)
• Identify overarching categories or themes
• Researcher picks the most powerful or important
theme where all data are then judged for their fit in
this theoretical category
• Research repeats the process and identifies the
second most important theme until all data are
categorized into these main clusters
• Concept maps (mindmaps)
13. • Form a theory that is grounded on the
data.
• Theoretical memos (memoing) – record of
ideas, conclusions, propositions, and
theoretical explanations of the
phenomenon. These are like personal
diaries on the field or field notes that
include the personal experiences of the
researcher as she interacts with her
participants. Serves as basis of theory
14. • The theory must closely fit the topic
and disciplinary area studied.
• The theory must be understandable
and useful to the actors in the studied
situation.
• The theory must be complex enough
to account for a large portion, if not
most, of the variation in the area
studied.
15. Grounded theory is a long term, labor
intensive, and time-consuming process. It
requires multiple waves of data collection,
with each wave of data based on theoretical
sampling. In addition, the iterative process
should continue until a theoretical saturation
is achieved. Given all this, researchers
should avoid grounded theory unless they
can commit substantial resources to a study.
(Lee, 1999)