This document provides an overview of research methodology. It discusses key topics such as the meaning and importance of research, classification of research types, the research process, and characteristics of good research. Specifically, it covers:
- The objectives of research including exploration, description, diagnosis, and hypothesis testing.
- The significance of research in advancing knowledge and solving problems.
- How research follows the scientific method principles of clearly defined purpose, planned process, and justified conclusions.
- Classification of research as basic vs applied, descriptive vs analytical, quantitative vs qualitative, and conceptual vs empirical.
- The characteristics of good research as being systematic, logical, empirical, and having a clear purpose.
The presentation would help post graduate students, research scholars, academicians and NGOs involved in research to understand research methodology in a simple manner.
To have a clear understanding of research methodology you can view the upcoming presentations which will be uploaded soon.
The presentation would help post graduate students, research scholars, academicians and NGOs involved in research to understand research methodology in a simple manner.
To have a clear understanding of research methodology you can view the upcoming presentations which will be uploaded soon.
Exploratory research - Research Methodology - Manu Melwin Joymanumelwin
Exploratory research is research conducted for a problem that has not been clearly defined. It often occurs before we know enough to make conceptual distinctions or posit an explanatory relationship. Exploratory research helps determine the best research design, data collection method and selection of subjects.
Research Ethics :-
Ethics are norms of conduct that distinguish between acceptable and unacceptable behavior.
Ethics are the principles and guidelines that help us to uphold things we value.
Meaning :-
Research ethics involves the application of fundamental ethical principles to a variety of topics involving scientific research.
Research ethics educates and monitors a scientist conducting a research to ensure a high ethical standards.
Basic Principles of Research Ethics :-
Honesty
Objectivity
Integrity
Carefulness
Openness
Respect for intellectual property
Confidentiality
Respect for Colleagues
Non discrimination
Social Responsibility
The process used to collect information and data for the purpose of making business decisions. The methodology may include publication Research, interviews, surveys and other research techniques, and could include both present and historical information.
Research Methodology Introduction ch1
MEANING OF RESEARCH, OBJECTIVES OF RESEARCH,TYPES OF RESEARCH,Research Approaches ,Research Methods versus Methodology,research process guideline:
Exploratory research - Research Methodology - Manu Melwin Joymanumelwin
Exploratory research is research conducted for a problem that has not been clearly defined. It often occurs before we know enough to make conceptual distinctions or posit an explanatory relationship. Exploratory research helps determine the best research design, data collection method and selection of subjects.
Research Ethics :-
Ethics are norms of conduct that distinguish between acceptable and unacceptable behavior.
Ethics are the principles and guidelines that help us to uphold things we value.
Meaning :-
Research ethics involves the application of fundamental ethical principles to a variety of topics involving scientific research.
Research ethics educates and monitors a scientist conducting a research to ensure a high ethical standards.
Basic Principles of Research Ethics :-
Honesty
Objectivity
Integrity
Carefulness
Openness
Respect for intellectual property
Confidentiality
Respect for Colleagues
Non discrimination
Social Responsibility
The process used to collect information and data for the purpose of making business decisions. The methodology may include publication Research, interviews, surveys and other research techniques, and could include both present and historical information.
Research Methodology Introduction ch1
MEANING OF RESEARCH, OBJECTIVES OF RESEARCH,TYPES OF RESEARCH,Research Approaches ,Research Methods versus Methodology,research process guideline:
Sparse Random Network Coding for Reliable Multicast ServicesAndrea Tassi
Point-to-Multipoint communications are expected to play a pivotal role in next-generation networks. This talk refers to a cellular system transmitting layered multicast services to a Multicast Group (MG) of users. Reliability of communications is ensured via different Random Linear Network Coding (RLNC) techniques. We deal with a fundamental problem: the computational complexity of the RLNC decoder. The higher the number of decoding operations is, the more the user's computational overhead grows and, consequently, the faster the batteries of mobile devices drain. By referring to several sparse RLNC techniques, and without any assumption on the implementation of the RLNC decoder in use, we provide an efficient way to characterize the performance of users targeted by ultra-reliable layered multicast services. The proposed modeling allows to efficiently derive the average number of coded packet transmissions needed to recover one or more service layers. We design a convex resource allocation framework that allows to minimize the complexity of the RLNC decoder by jointly optimizing the transmission parameters and the sparsity of the code. The designed optimization framework also ensures service guarantees to predetermined fractions of users. Performance of the proposed optimization framework is then investigated in a LTE-A eMBMS network multicasting H.264/SVC video.
Business Research Methodology on SAMSUNG .docxAmanHamza4
A RESEARCH STUDY ON SAMSUNG
Samsung is a South Korean multinational company those starting its business as a small trading company and right now becoming world largest corporation. The company deals with its business in several sectors such as advance technology, finance, petrochemical, semiconductors, plant construction, skyscraper, medicine, fashion, hotels, chemical and others.
The systematic investigation into and study of materials, sources, etc, in order to establish facts and reach new conclusions. Research is what we do when we have a question or a problem we want to resolve. Research is a systematic inquiry to describe, explain, predict and control the observed phenomenon. The first module highlights an overview of all concepts adopted in Research.
Algorithmic Toolbox Certificate from Coursera for Aman AdhikariAman Adhikari
Certificate for online non-credit course authorized by University of California, San Diego and Higher School of Economics and offered through Coursera named, "Algorithmic Toolbox" for Aman Adhikari
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.
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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.
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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.
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This webinar will introduce you to my framework, highlighting the key competencies I identified from my research. It will also show how anybody involved in language teaching (any language, not just English!), teacher training, managing schools or developing language learning materials can benefit from using the framework.
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2. CONTENTS – UNIT 1
Introduction
Meaning and Importance of Research
Classification of Research
Research in Engineering Functions
The Research Process
Research as a Scientific Process
Issues Governing Research Function
Listing and Description of Steps of Research
2
Research Methodology – Unit I
3. INTRODUCTION
What is Research?
Search for knowledge.
Scientific and systematic search for pertinent information on a
specific topic.
Art of scientific investigation.
Advanced Learner’s Dictionary of English defines research as
“a careful investigation or inquiry specially through search for
new facts in any branch of knowledge.”
Redman and Mory define research as “systematized effort to
gain new knowledge.”
According to Clifford Woody, “Research comprises of defining
and redefining problems. Formulating hypothesis or
suggested solutions, making deductions and reaching
conclusions, and at last carefully testing the conclusions to
determine whether they are fit and formulating hypothesis.”
For some authors, “Research is a movement from known to
unknown. It is actually a voyage of discovery.” 3
Research Methodology – Unit I
4. OBJECTIVES OF RESEARCH
The purpose of research is to discover answers to
questions through the application of scientific
procedures. The broad objectives of research are:
To gain familiarity with a phenomenon or achieve new
insight into it (exploratory or formulative research
studies).
To portray accurately the characteristics of a particular
individual situation or a group (descriptive research
studies).
To determine the frequency with which something
occurs or with which it is associated with something else
(diagnostic studies).
To test a hypothesis of a causal relationship between
variables (hypothesis-testing research studies) 4
Research Methodology – Unit I
5. SIGNIFICANCE OF RESEARCH
In Hudson Maxim’s words, “All progress is born of
inquiry. Doubt is often better than overconfidence, for it
leads to inquiry, and inquiry leads to invention.”
Research inculcates scientific and inductive thinking and it
promotes the development of logical habits of thinking and
organization.
The role of research in several fields of applied economics,
whether related to business or to the economy as a whole,
has greatly increased in modern times.
Research provides the basis for nearly all government
policies in our economic system.
Research has its significance in solving various operational
and planning problems of business and industry.
Research is equally important for social scientists in studying
social relationships and in seeking answers to various social
problems. 5
Research Methodology – Unit I
6. SIGNIFICANCE OF RESEARCH
The significance of research can also be
understood keeping in view the following points:
Research may mean career growth or a way to attain a
high position in the social structure (somebody writing
Masters or Ph.D. thesis).
Research may mean a source of livelihood
(professionals in research methodology).
Research may mean the outlet for new ideas and
insights (philosophers and thinkers).
Research may mean the development of new styles and
creative work (literary people).
Research may mean the generalization of new theories
(analysts and intellectuals). 6
Research Methodology – Unit I
7. RESEARCH AS A SCIENTIFIC METHOD
Good research generates trustworthy data that can
be used to draw functional solutions. In contrast,
poor research is carelessly planned and conducted,
therefore, its conclusion cannot be used for
decision-making. Good research follows the
principles of the scientific method as mentioned
below:
Clearly Defined Purpose
Detailed Research Process
Planned Research Design
Clearly Defined Limitations
Provide Opportunity to Analyze
Unambiguous Presentations of Findings
Justified Conclusion
7
Research Methodology – Unit I
8. CLASSIFICATION OF RESEARCH
There can be different research types according to
different criteria, such as purpose, method,
availability of time and other resources, type of
analysis, scope and statistical content. A broad
classification of different research types include:
Basic versus Applied Research
Descriptive versus Analytical Research
Conceptual versus Empirical Research
Qualitative versus Quantitative Research
8
Research Methodology – Unit I
9. CLASSIFICATION OF RESEARCH
Basic versus Applied Research
Research can either be applied (or action) research or
fundamental (or basic or pure) research.
Applied research aims at finding a solution for an immediate
problem facing a society or an industrial/business organization,
whereas fundamental research is mainly concerned with
generalizations and with the formulation of a theory.
Examples of fundamental research – research concerning some
natural phenomenon or relating to pure mathematics, research
studies concerning human behavior carried on with a view to
make generalizations about human behavior etc.
Examples of applied research – research aimed at certain
conclusions (say, a solution) facing a concrete social or business
problem, research to identify social, economic or political trends,
marketing research etc.
9
Research Methodology – Unit I
10. CLASSIFICATION OF RESEARCH
Descriptive versus Analytical Research
Descriptive research includes surveys and fact-finding
enquiries of different kinds. The major purpose of
descriptive research is description of the state of affairs as it
exists in present. The main characteristic of this type of
research is that the researcher has no control over the
variables, he can only report what has happened or what is
happening.
In analytical research, on the other hand, the researcher
has to use facts or information already available, and
analyze these to make a critical evaluation of the material.
10
Research Methodology – Unit I
11. CLASSIFICATION OF RESEARCH
Quantitative versus Qualitative
Quantitative research is based on the measurement of
quantity or amount. It is applicable to phenomena that can
be expressed in terms of quantity.
Qualitative research, on the other hand, is concerned with
qualitative phenomenon, i.e., phenomena relating to or
involving quality or kind. Qualitative research is specially
important in the behavioral science where the aim is to
discover the underlying motives of human behavior.
11
Research Methodology – Unit I
12. CLASSIFICATION OF RESEARCH
Conceptual versus Empirical
Conceptual research is that related to some abstract idea(s) or
theory. It is generally used by philosophers and thinkers to
develop new concepts or to interpret existing ones.
On the other hand, empirical research relies on experience or
observation alone, often without due regard for system and
theory. It is data-based research, coming up with conclusions
which are capable of being verified by observation or
experiment. In such a research, the researcher must first provide
himself with a working hypothesis or guess as to the probable
results. He then works to get enough facts (data) to prove or
disprove his hypothesis. Such research is thus characterized by
the experimenter’s control over the variables under study and
his deliberate manipulation of one of them to study the effects.
12
Research Methodology – Unit I
13. CLASSIFICATION OF RESEARCH
Some Other Types of Research
All other types of research are variations of one or more of the
types described earlier:
One-Time Research (research is confined to a single time-period)
Longitudinal Research (research is carried on over several time-periods)
Laboratory Research (research done in lab settings, also known as
simulation research)
Field setting Research (research carried out in the field and not in the
lab settings)
Historical research (researcher takes the help of historical sources to
conduct fresh research or studies the past events).
13
Research Methodology – Unit I
14. RESEARCH APPROACH
There are two types of research approach, namely quantitative
and qualitative approach:
Quantitative research approach – refers to the generation of data in
quantitative form, which can be subjected to quantitative analysis. The
sub-parts of quantitative approach are as follows:
Inferential approach – refers to an approach that is used where a sample of
population is observed or studied to infer some characteristics of population
under study by forming a proper database.
Experimental approach – refers to the approach in which some variables of
research study are manipulated to observe their effects on other variables.
Simulation approach – refers to the approach in which an artificial
environment is created to generate relevant information and data.
Qualitative research approach – Deals with subjective evaluation of
attitudes, opinions, and actions. The approach generates result in non-
quantitative form. 14
Research Methodology – Unit I
15. CHARACTERISTICS OF A GOOD RESEARCH
Some of the characteristics of a good research are as
follows:
Systematic – refers to the fact that research should be properly
structured. The role of intuition and creative thinking is also not
ruled out.
Logical – means that the research should be guided by logical
reasoning. Basically, logical reasoning is of two types:
induction(specific to universal) and deduction (universal to specific).
Empirical – indicates that the research should be based on real
situations rather than abstract concepts or ideas.
Clear Purpose – objectives of the research should be clearly
defined.
Elaboration – research procedures should be explained and
detailed properly.
Efficient Analysis – the data gathered in the research should be
properly analyzed using a suitable method.
15
Research Methodology – Unit I
16. RESEARCH METHOD VERSUS RESEARCH
METHODOLOGY
There are several differences between research method
and research methodology.
Research methods include methods, which can be
classified into three groups:
In first group, methods related to collection of data are included.
The second group includes statistical methods, which are used to
establish the relationships between different sets of data.
The third group consists of the methods, which are used to
estimate the correctness of the results obtained.
Research methodology is an approach to solve research
problems in a systematic manner. It constitutes both the
research strategies and data generation methods.
16
Research Methodology – Unit I
17. RESEARCH PROCESS
Research process consists of a series of steps, which are as
follows, although not strictly in sequential order:
Defining Research Problem – refers to identifying a problem whose
solution can be found through research. Two steps are involved in
defining a research problem – i) Understanding the problem
correctly, ii) Rephrasing the problem into meaningful terms.
Reviewing the Literature (conceptual and empirical)
Formulating Hypothesis – refers to the tentative assumption made
by the researcher to speculate the outcome of the research.
Designing the Research
Collecting Data
Analyzing Data
Preparing Data
17
Research Methodology – Unit I
18. PROBLEMS ENCOUNTERED BY RESEARCHERS
Major problems faced by researchers:
Lack of Training
Improper Interaction
Lack of Code of Conduct
Lack of Assistance
Lack of Resources
Reluctance in Supplying Data
18
Research Methodology – Unit I
19. RESEARCH AS EVERYDAY THINKING
Research task Everyday thinking
Identify a problem How can I deal with my punctured
tyre?
Gather data Obtain prices of new tyres
Analyze the data What is the cheapest?
Interpret the data That’s more than I want to pay. I need
more information.
Gather more data Is it reparable?
Obtain prices for new tyre repair.
Analyze the data Can it be repaired? What is the
lowest cost? How does the cost
compare with a new tyre?
Interpret the data Repairing it is possible. Repair will
cost 20% of the new tyre. Repair
rather than replace means I can still
afford to go out on a Friday night.
Draw conclusion I will get it repaired at Tyres-U-Like.
19
20. EVERYDAY THINKING VERSUS GOOD RESEARCH
Everyday thinking Good research
Poor data Sufficient data sources
Incomplete data Appropriate data sources
Hasty thinking Accurately recorded
Properly analyzed
No hidden assumptions
Conclusions well-founded.
Properly presented.
20
Research Methodology – Unit I
21. THE 6P’S OF RESEARCH
6 Ps of research include:
Purpose
Products
Process
Participants
Paradigm
Presentation.
21
Research Methodology – Unit I