Research tools & data collection method_vipinVIPIN PATIDAR
data collection method-
it include following sub points-
1) definition of research tool
2) data
3) primary and secondary data
4) observation method
5) interview
6) questionnaire
7) physiological measure
Research tools & data collection method_vipinVIPIN PATIDAR
data collection method-
it include following sub points-
1) definition of research tool
2) data
3) primary and secondary data
4) observation method
5) interview
6) questionnaire
7) physiological measure
This presentation discusses about content analysis, its use, Types, Advantages, Issues of Reliability & Validity, Problems, Quantitative content analysis, coding, Qualitative content analysis, Creative synthesis, Data reduction and Constant comparison.,
CONTENT ANALYSIS (Quantitative Research Methods)Libcorpio
Content Analysis, Quantitative Research Methods, LIS Education, Library and Information Science, LIS Studies, Information Management, Education and Learning, Library science, Information science, Library Research Methods,
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.
This presentation discusses about content analysis, its use, Types, Advantages, Issues of Reliability & Validity, Problems, Quantitative content analysis, coding, Qualitative content analysis, Creative synthesis, Data reduction and Constant comparison.,
CONTENT ANALYSIS (Quantitative Research Methods)Libcorpio
Content Analysis, Quantitative Research Methods, LIS Education, Library and Information Science, LIS Studies, Information Management, Education and Learning, Library science, Information science, Library Research Methods,
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.
Qualitative Data Analysis I: Text Analysis - a summary based on Chapter 17 of H. Russell Bernard’s Research Methods in Anthropology: Qualitative and Quantitative Approaches for a Report for Anthro 297: Seminar in Research Design and Methods under Dr. Francisco Datar, Department of Anthropology, College of Social Sciences and Philosophy, University of the Philippines Diliman
Textual analysis Or Content Analysis pptHelinaWorku2
This power point includes Definition ,the Focus of the Investigation ?,How to carry out a content analysis, Kinds of textual analysis , The advantages and disadvantages of content analysis.
Analysis of the Content course of Standard VI to VIII (Tamil, English, Mathematics, Science and Social science) Text Books prescribed by Government of Tamil Nadu, and content course of standard IX - X ( for UG) , XI – XII (for PG) Computer Science Text Books Prescribed by Government of Tamil Nadu.
Content Analysis Overview for Persona DevelopmentPamela Rutledge
After developing an Ad Hoc persona as the core of your engagement strategy, it's important to test your assumptions against real people and real data. Content analysis is a methodology for evaluating text-based data that can be gathered from social media tools.
5Statistical Methods in Qualitative Research Statistical.docxtroutmanboris
5
Statistical Methods in Qualitative Research
Statistical Method
What is measured by this method
Circumstances for Use
Examples of use in Research Studies
Qualitative Content Analysis
Analyzes narrative data, and in-depth interviews. Can evaluate large volumes of data with intent to identify recurring themes and patterns. Attempts to break down elements of data into clusters. May be concurrent or sequential (Polit &Beck, 2017).
Good method for evaluating personal histories, perspectives, experiences. Best method for studying personal, sensitive situations (Sauro, 2015).
Examples of this methodology include evaluation of the experience of a rape victim, what it feels like to have an abortion, how it feels to have lived through a disaster.
Ethnographic analysis
Evaluates cultural phenomena, patterns, perspectives. Requires “participant observer” technique. No preconceived hypothesis. May take months or years to complete. Maps and flowcharts are tools to help illustrate findings (Polit & Beck, 2017).
Method to “acquire a deep understanding of the culture being studied” (Polit & Beck, 2017 p. 538).
An example of ethnographic analysis could include a research study with ethnographers integrating with Native Americans living on a reservation while observing everyday life seeking to extrapolate overlying cultural issues.
Phenomenologic Analysis
Attempts to understand the essence of experiencing a particular phenomenon by observation, interviews, and outside research. Descriptive analysis
Method for understanding individual perspectives of experiencing a certain phenomenon. Seeks to extrapolate commonalities and themes among subjects (Sauro, 2015).
Conducting interviews with persons who have experienced hallucinations, with the intent to understand their perspective and experience of the phenomenon, is an example of this method of research.
Grounded Theory Analysis
Aim is to provide theories and explanations for phenomena based on previously coded information Uses interviews and previous accepted research. Unlike Qualitative content analysis, which seeks to break down information, Grounded theory strives to put information back together (Polit & Beck, 2017).
Method for development of theories, Could be used meta-analyses or systematic reviews.
An example of a grounded theory analysis is” Beck’s (2002) model of mothering twins” as cited in Polit & Beck (2017).
Focus Group Analysis
Analyzes group data in relation to a specific topic. Group interviews, recordings, and field notes .are instruments for conducting this type of research.
May be used for evaluation of a potential survey tool, consensus on a new product. Researchers seek to extrapolate recurring themes.
An example of a focus group analysis might be to evaluate perceptions of a new product being marketed to test for general consensus of its desirability.
Quasi-statistics: a tabulation of the frequency with which certain themes or insights are supported by the data
Qualitat.
Respond using one or more of the following approachesmickietanger
Respond
using one or more of the following approaches:
Ask a probing question, substantiated with additional background information, and evidence.
Share an insight from having read your colleagues’ postings, synthesizing the information to provide new perspectives.
Statistical Methods in Qualitative Research
Statistical Method
What is measured by this method
Circumstances for Use
Examples of use in Research Studies
Qualitative Content Analysis
Analyzes narrative data, and in-depth interviews. Can evaluate large volumes of data with intent to identify recurring themes and patterns. Attempts to break down elements of data into clusters. May be concurrent or sequential (Polit &Beck, 2017).
Good method for evaluating personal histories, perspectives, experiences. Best method for studying personal, sensitive situations (Sauro, 2015).
Examples of this methodology include evaluation of the experience of a rape victim, what it feels like to have an abortion, how it feels to have lived through a disaster.
Ethnographic analysis
Evaluates cultural phenomena, patterns, perspectives. Requires “participant observer” technique. No preconceived hypothesis. May take months or years to complete. Maps and flowcharts are tools to help illustrate findings (Polit & Beck, 2017).
Method to “acquire a deep understanding of the culture being studied” (Polit & Beck, 2017 p. 538).
An example of ethnographic analysis could include a research study with ethnographers integrating with Native Americans living on a reservation while observing everyday life seeking to extrapolate overlying cultural issues.
Phenomenologic Analysis
Attempts to understand the essence of experiencing a particular phenomenon by observation, interviews, and outside research. Descriptive analysis
Method for understanding individual perspectives of experiencing a certain phenomenon. Seeks to extrapolate commonalities and themes among subjects (Sauro, 2015).
Conducting interviews with persons who have experienced hallucinations, with the intent to understand their perspective and experience of the phenomenon, is an example of this method of research.
Grounded Theory Analysis
Aim is to provide theories and explanations for phenomena based on previously coded information Uses interviews and previous accepted research. Unlike Qualitative content analysis, which seeks to break down information, Grounded theory strives to put information back together (Polit & Beck, 2017).
Method for development of theories, Could be used meta-analyses or systematic reviews.
An example of a grounded theory analysis is” Beck’s (2002) model of mothering twins” as cited in Polit & Beck (2017).
Focus Group Analysis
Analyzes group data in relation to a specific topic. Group interviews, recordings, and field notes .are instruments for conducting this type of research.
May be used for evaluation of a potential survey too ...
Biological screening of herbal drugs: Introduction and Need for
Phyto-Pharmacological Screening, New Strategies for evaluating
Natural Products, In vitro evaluation techniques for Antioxidants, Antimicrobial and Anticancer drugs. In vivo evaluation techniques
for Anti-inflammatory, Antiulcer, Anticancer, Wound healing, Antidiabetic, Hepatoprotective, Cardio protective, Diuretics and
Antifertility, Toxicity studies as per OECD guidelines
Welcome to TechSoup New Member Orientation and Q&A (May 2024).pdfTechSoup
In this webinar you will learn how your organization can access TechSoup's wide variety of product discount and donation programs. From hardware to software, we'll give you a tour of the tools available to help your nonprofit with productivity, collaboration, financial management, donor tracking, security, and more.
Embracing GenAI - A Strategic ImperativePeter 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.
The Roman Empire A Historical Colossus.pdfkaushalkr1407
The Roman Empire, a vast and enduring power, stands as one of history's most remarkable civilizations, leaving an indelible imprint on the world. It emerged from the Roman Republic, transitioning into an imperial powerhouse under the leadership of Augustus Caesar in 27 BCE. This transformation marked the beginning of an era defined by unprecedented territorial expansion, architectural marvels, and profound cultural influence.
The empire's roots lie in the city of Rome, founded, according to legend, by Romulus in 753 BCE. Over centuries, Rome evolved from a small settlement to a formidable republic, characterized by a complex political system with elected officials and checks on power. However, internal strife, class conflicts, and military ambitions paved the way for the end of the Republic. Julius Caesar’s dictatorship and subsequent assassination in 44 BCE created a power vacuum, leading to a civil war. Octavian, later Augustus, emerged victorious, heralding the Roman Empire’s birth.
Under Augustus, the empire experienced the Pax Romana, a 200-year period of relative peace and stability. Augustus reformed the military, established efficient administrative systems, and initiated grand construction projects. The empire's borders expanded, encompassing territories from Britain to Egypt and from Spain to the Euphrates. Roman legions, renowned for their discipline and engineering prowess, secured and maintained these vast territories, building roads, fortifications, and cities that facilitated control and integration.
The Roman Empire’s society was hierarchical, with a rigid class system. At the top were the patricians, wealthy elites who held significant political power. Below them were the plebeians, free citizens with limited political influence, and the vast numbers of slaves who formed the backbone of the economy. The family unit was central, governed by the paterfamilias, the male head who held absolute authority.
Culturally, the Romans were eclectic, absorbing and adapting elements from the civilizations they encountered, particularly the Greeks. Roman art, literature, and philosophy reflected this synthesis, creating a rich cultural tapestry. Latin, the Roman language, became the lingua franca of the Western world, influencing numerous modern languages.
Roman architecture and engineering achievements were monumental. They perfected the arch, vault, and dome, constructing enduring structures like the Colosseum, Pantheon, and aqueducts. These engineering marvels not only showcased Roman ingenuity but also served practical purposes, from public entertainment to water supply.
Read| The latest issue of The Challenger is here! We are thrilled to announce that our school paper has qualified for the NATIONAL SCHOOLS PRESS CONFERENCE (NSPC) 2024. Thank you for your unwavering support and trust. Dive into the stories that made us stand out!
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
Francesca Gottschalk - How can education support child empowerment.pptxEduSkills OECD
Francesca Gottschalk from the OECD’s Centre for Educational Research and Innovation presents at the Ask an Expert Webinar: How can education support child empowerment?
2. What is Content Analysis?
It is use to systematically
summarize written, spoken, or
visual communication in a
quantitative way.
It is a research tool used to
determine the presence of
certain words or concepts
within texts or sets of texts.
3. Text
Books, Book Chapters, essays,
Interviews, Discussions,
Newspaper Headlines or
Articles, Historical
Documents, Speeches…
Any occurrence of
communicative language.
5. •1931-Content Analysis began when
Alfred R. Lindesmith created
a methodology that was
designed to refute existing
hypothesis.
•1940’s- it is already often utilized
method in research.
6. •1950’s-researchers were already
starting to consider the need
for more sophisticated
methods of analysis.
•1960’s- Content Analysis is
frequently referred to as
“Grounded Theory”
7. Nowadays, content analysis is
also utilized to explore mental
models, and their linguistic,
affective, cognitive, social,
cultural and historical
significance..
8. Some Applications of Content
analysis
marketing and media studies
literature and rhetoric
ethnography and cultural studies
gender and age issues
sociology and political science
psychology and cognitive science
9. Strength
Content analysis is a readily-understood,
inexpensive research
method. It is unobtrusive, and it
doesn't require contact with
people
10. Limitations
Content analysis is a purely
descriptive method. It describes
what is there, but may not reveal
the underlying motives for the
observed pattern
11. Advantages
looks directly at communication via
texts or transcripts, and hence gets
at the central aspect of social
interaction.
can allow for both quantitative and
qualitative operations
can provides valuable
historical/cultural insights over time
through analysis of texts
12. •allows a closeness to text which
can alternate between specific
categories and relationships and
also statistically analyzes the coded
form of the text
•can be used to interpret texts for
purposes such as the development
of expert
•is an unobtrusive means of
analyzing interactions
13. Disadvantages
It is very time consuming and is subject
to error
It is dependent on interpretation of the
text
There is also no theoretical base in order
to create meaningful inferences and
relationships between the text.
This methodology can be extremely
difficult to automate or computerize.
14. Types of Content
Analysis
Conceptual Analysis
Relational Analysis
15. Conceptual Analysis
can be thought of as
establishing the existence and
frequency of concepts most
often represented by words of
phrases in a text.
16. Steps for Conducting
Conceptual Analysis
Decide the level of analysis.
Decide how many concepts to code for.
Decide whether to code for existence or
frequency of a concept.
Decide on how you will distinguish among
concepts.
Develop rules for coding your texts.
17. Decide what to do with
"irrelevant" information.
Code the texts.
Analyze your results.
18. Relational Analysis
seeks to go beyond
presence by exploring
the relationships between
the concepts identified.
19. Theoretical Influences on
Relational Analysis
Linguistic approaches- focus analysis of
texts on the level of a linguistic unit,
typically single clause units.
Cognitive science- include the creation
of decision maps and mental models
Mental models-groups or networks of
interrelated concepts that are thought
to reflect conscious or subconscious
perceptions of reality.
20. Three Subcategories of
Relational Analysis
Affect extraction: This approach
provides an emotional evaluation
of concepts explicit in a text.
21. Proximity analysis: This approach,
on the other hand, is concerned
with the co-occurrence of explicit
concepts in the text.
Cognitive mapping: This approach
is one that allows for further
analysis of the results from the
two previous approaches.
22. Steps for Conducting
Relational Analysis
Identify the Question.
Choose a sample or samples for
analysis
Determine the type of analysis.
Reduce the text to categories and
code for words or patterns. e the
type of analysis
23. Explore the relationships between
concepts
◦ Strength of Relationship
◦ Sign of a Relationship
◦ Direction of the Relationship
Code the relationships.
Perform Statistical Analyses
Map out the Representations
24. Reliability
The reliability of a content analysis
study refers to its stability, or the
tendency for coders to
consistently re-code the same data
in the same way over a period of
time; reproducibility.
25. Validity
The validity of a content analysis
study refers to the
correspondence of the categories
to the conclusions, and
the generalizability of results to a
theory.
26. Problems
The overarching problem of
content Analysis research is the
challenge-able nature
of conclusions reached by its
inferential procedures.