In natural sciences and social sciences, quantitative research is the systematic empirical investigation of observable phenomena via statistical, mathematical or computational techniques.
Thematic analysis in qualitative research Explained with ExampleSufi Nouman Riaz
https://youtu.be/QNP4KkNFzu4
Thematic analysis is a technique of data analysis while conducting a qualitative study. Thematic analysis is the most recognized, adapted, and used approach to analyze qualitative data.
This video is made as per the illustrations and procedures explained in the Braun and Clarke (2006) research article on Thematic Analysis.
Have you just conducted a qualitative study involving:
Interviews
Focus Groups
Observations
Document or artifact analysis
Journal notes or reflections?
How to use this type of data?
Just as there are numerous statistical tests to run for quantitative data, there are just as many options for qualitative data analysis.
THEMATIC APPROACH
Most common forms of analysis in qualitative research. It emphasizes Pinpointing, Examining, Recording
Patterns (or "themes") within data.
Themes are patterns across data sets that are important to the description of a phenomenon and are associated to a specific research question.
Themes become categories for analysis
6 Phases of Coding
(Thematic Analysis)
1-Familiarization with data
2-Generating initial codes
3-Searching for themes among codes
4-Reviewing themes
5-Defining and naming themes
6-Producing the final report
Observation is one of the important and basic methods or techniques or tools for collecting data in almost all types of research studies.(experimental or laboratory research, descriptive research or qualitative research.)
Observation as a research tool is used in understanding, measuring, prediction and modification of human behavior.
The observer can opt for either participant or non participant observation. This technique can be used to observe the behavior or attitude of the individual or a group. The observer has to plan carefully and execute the plans to collect accurate information. The observation could be supported with interaction.
This method gives an opportunity to know the insights of the group and naturally, the observer will be able to get the factual data compared to other methods of data collection.
Qualitative data analysis is often a tough job and many researchers find it difficult to get comprehensive presentation on the topic. This seminar is an attempt to fulfil that purpose.
Thematic analysis in qualitative research Explained with ExampleSufi Nouman Riaz
https://youtu.be/QNP4KkNFzu4
Thematic analysis is a technique of data analysis while conducting a qualitative study. Thematic analysis is the most recognized, adapted, and used approach to analyze qualitative data.
This video is made as per the illustrations and procedures explained in the Braun and Clarke (2006) research article on Thematic Analysis.
Have you just conducted a qualitative study involving:
Interviews
Focus Groups
Observations
Document or artifact analysis
Journal notes or reflections?
How to use this type of data?
Just as there are numerous statistical tests to run for quantitative data, there are just as many options for qualitative data analysis.
THEMATIC APPROACH
Most common forms of analysis in qualitative research. It emphasizes Pinpointing, Examining, Recording
Patterns (or "themes") within data.
Themes are patterns across data sets that are important to the description of a phenomenon and are associated to a specific research question.
Themes become categories for analysis
6 Phases of Coding
(Thematic Analysis)
1-Familiarization with data
2-Generating initial codes
3-Searching for themes among codes
4-Reviewing themes
5-Defining and naming themes
6-Producing the final report
Observation is one of the important and basic methods or techniques or tools for collecting data in almost all types of research studies.(experimental or laboratory research, descriptive research or qualitative research.)
Observation as a research tool is used in understanding, measuring, prediction and modification of human behavior.
The observer can opt for either participant or non participant observation. This technique can be used to observe the behavior or attitude of the individual or a group. The observer has to plan carefully and execute the plans to collect accurate information. The observation could be supported with interaction.
This method gives an opportunity to know the insights of the group and naturally, the observer will be able to get the factual data compared to other methods of data collection.
Qualitative data analysis is often a tough job and many researchers find it difficult to get comprehensive presentation on the topic. This seminar is an attempt to fulfil that purpose.
Research methods and paradigms is a topic from the subject Methods of Research (FC 402) of the degree Master of Arts in Educational Management, quantitative research, descriptive, survey, developmental, correlational, causal-comparative, experimental, true experimental, quasi-experimental, qualitative research, mixed methods research
Strategies on How to Infer & Explain Patterns and Themes from DataNoMore2020
A research that we presented and submitted to our teacher, Mrs. Lopez. I uploaded this because I wanted to help other students in the ABM track especially to Senior High Students who have Reseach in Daily Life in their subjects.
Research methods and paradigms is a topic from the subject Methods of Research (FC 402) of the degree Master of Arts in Educational Management, quantitative research, descriptive, survey, developmental, correlational, causal-comparative, experimental, true experimental, quasi-experimental, qualitative research, mixed methods research
Strategies on How to Infer & Explain Patterns and Themes from DataNoMore2020
A research that we presented and submitted to our teacher, Mrs. Lopez. I uploaded this because I wanted to help other students in the ABM track especially to Senior High Students who have Reseach in Daily Life in their subjects.
Designing and Planning a Research.pptxDrHafizKosar
Research:
Research is a process of steps used to collect and analyze information to increase our understanding of a topic or issue. At a general level, research consists of three steps:
1. Pose a question.
2. Collect data to answer the question.
3. Present an answer to the question.
Salient Feature of Quantitative Research
Quantitative research is a methodological approach used in the social sciences and other fields to collect, analyze, and interpret numerical data. Here are some salient features of quantitative research:
1. Objective and Empirical: Quantitative research is focused on gathering objective, measurable data that can be analyzed statistically. It relies on empirical evidence rather than subjective opinions or interpretations.
2. Numerical Data: This research method involves the collection of numerical data, often in the form of statistics, percentages, or numerical measurements. The data can be subjected to statistical analysis for patterns and trends.
3. Structured Research Design: Quantitative studies typically have a structured and predetermined research design. The research process is planned in advance, and the data collection instruments, such as surveys or experiments, are carefully designed.
4. Large Sample Size: Quantitative research often requires a large sample size to ensure statistical reliability and generalizability of findings to a broader population. The goal is to make inferences about the population based on the data collected from the sample.
5. Statistical Analysis: Statistical methods and techniques, such as descriptive statistics, inferential statistics, and correlation analysis, are commonly used in quantitative research. These analyses help researchers draw conclusions and make predictions about the population under study.
6. Replicable and Generalizable Results: The aim of quantitative research is to produce results that are replicable and can be generalized to a larger population. This contributes to the scientific rigor and validity of the findings.
7. Closed-Ended Questions: Data collection instruments, such as surveys or questionnaires, often use closed-ended questions with predefined response options. This facilitates the quantification of responses and simplifies the analysis process.
8. Controlled Environment: In experimental quantitative research, efforts are made to control and manipulate variables to isolate cause-and-effect relationships. This allows researchers to make more precise statements about the impact of independent variables on dependent variables.
9. Objective Measurement: Quantitative research relies on objective measurements and standardized data collection methods to ensure consistency and reduce bias in the data.
10. Cross-Sectional or Longitudinal Design: Quantitative studies can be cross-sectional, examining data at a single point in time, or longitudinal, collecting data over an extended period to observe changes and trends over time.
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
Volkswagen Hidden Advert - Gamification in Recruitment - Dr. Manu Melwin Joymanumelwin
For more interesting case studies and updates about Gamification, visit my website
https://www.youtube.com/channel/UCm_r2ZYJJBwGJ2rAaRNTNBA/videos
Volkswagen was in need of skilled mechanics. So clearly, they should just jumped on the web and started advertising for open positions, right? Wrong. The best candidates may already be working somewhere else. Volkswagen chose a no less unusual place for their vacancy ads.
Swedish Armed Force - Who Cares? - Gamification in Recruitment - Dr. Manu Mel...manumelwin
For more interesting case studies and updates about Gamification, visit my website
https://www.youtube.com/channel/UCm_r2ZYJJBwGJ2rAaRNTNBA/videos
The Swedish Armed Forces are recruiting. They need young men and women for an occupation that in many ways is about giving up your own safety in order to help others. They wanted to activate the target group while simultaneously raising the question. Would people sacrifice their own freedom for someone they have no relation to? Are people prepared to show that they care in ways that don’t include sharing something on Facebook or tweeting a specific hash-tag?
IKEA - Assemble your career - Gamification in Recruitment - Dr. Manu Melwin Joymanumelwin
For more interesting case studies and updates about Gamification, visit my website
https://www.youtube.com/channel/UCm_r2ZYJJBwGJ2rAaRNTNBA/videos
In an attempt to recruit a large number of workers for their new megastore in Australia, IKEA amusingly decided to include what they called ‘Career Instructions’ into each of their flat packs. Based on their traditional furniture instructions, all customers took home the witty application forms without realising. The clever initiative not only minimised the costs on advertising, but it also ensured IKEA fans were targeted.
Bletchley Park’s crossword - Gamification in Recruitment - Dr. Manu Melwin Joymanumelwin
For more interesting case studies and updates about Gamification, visit my website
https://www.youtube.com/channel/UCm_r2ZYJJBwGJ2rAaRNTNBA/videos
One great historical example of gamification is the Daily Telegraph’s crossword, which British Intelligence agents created along with Alan Turing, to help them recruit new code breakers from the public.
Yates’ algorithm for 2n factorial experiment - Dr. Manu Melwin Joy - School o...manumelwin
In statistics, a Yates analysis is an approach to analyzing data obtained from a designed experiment, where a factorial design has been used. This algorithm was named after the English statistician Frank Yates and is called Yates' algorithm.
Factorial design - Dr. Manu Melwin Joy - School of Management Studies, Cochin...manumelwin
In statistics, a full factorial experiment is an experiment whose design consists of two or more factors, each with discrete possible values or "levels", and whose experimental units take on all possible combinations of these levels across all such factors.
Ducan’s multiple range test - - Dr. Manu Melwin Joy - School of Management St...manumelwin
In 1955, Duncan devised a method to compare each treatment mean with every other treatment mean. The procedure is simple and powerful and has become very popular among researchers, especially in the plant science area.
Latin square design- Dr. Manu Melwin Joy - School of Management Studies, Coch...manumelwin
The Latin square design is used where the researcher desires to control the variation in an experiment that is related to rows and columns in the field.
Randomized complete block design - Dr. Manu Melwin Joy - School of Management...manumelwin
A completely randomized design (CRD) is one where the treatments are assigned completely at random so that each experimental unit has the same chance of receiving any one treatment.
For the CRD, any difference among experimental units receiving the same treatment is considered as experimental error.
ANOVA - Dr. Manu Melwin Joy - School of Management Studies, Cochin University...manumelwin
Analysis of Variance technique is used to test whether the mean of several samples differ significantly. An agronomist may like to know whether yield per acre will be the same if four different varieties of wheat are sown in different identical plots. A diary farm may like to test whether there is significant difference between the quality and quantity of milk obtained from different classes of cattle. A business manager may like to find out whether there is any difference in the average sales by four salesmen.
Design of experiments - Dr. Manu Melwin Joy - School of Management Studies, C...manumelwin
Planning an experiment to obtain appropriate data and drawing inference out of the data with respect to any problem under investigation is known as design and analysis of experiments.
This might range anywhere from the formulations of the objectives of the experiment in clear terms to the final stage of the drafting reports incorporating the important findings of the enquiry
How information system is transforming business - - Dr. Manu Melwin Joy - Sch...manumelwin
In 2010, American businesses will spend over $562 billion on information systems hardware, software, and telecommunications equipment. In addition, they will spend another $800 billion on business and management consulting and services—much of which involves redesigning firms’ business operations to take advantage of these new technologies.
Internet revolution - Dr. Manu Melwin Joy - School of Management Studies, Coc...manumelwin
The computer networking revolution began in the early 1960s and has led us to today s technology. The Internet was first invented for military purposes, and then expanded to the purpose of communication among scientists. The invention also came about in part by the increasing need for computers in the 1960s. The Internet is bringing a revolution along with it. Access to information combined with global supply and demand is reshaping established conventions and destroying old world definitions.
Smart phone revolution - Dr. Manu Melwin Joy - School of Management Studies, ...manumelwin
A smartphone is a handheld personal computer with a mobile operating system and an integrated mobile broadband cellular network connection for voice, SMS, and Internet data communication; most if not all smartphones also support Wi-Fi. Smartphones are typically pocket-sized, as opposed to tablets, which are much larger.Smartphones became widespread in the late 2000s. In the third quarter of 2012, one billion smartphones were in use worldwide. Global smartphone sales surpassed the sales figures for feature phones in early 2013.
Definition of information system - Dr. Manu Melwin Joy - School of Management...manumelwin
An information system is a set of interrelated components that collect, process, store, and distribute information to support decision making and control in an organization.
PESTEL Analysis - Manu Melwin Joy - School of Management Studies, Cochin Univ...manumelwin
Image result for pestel analysis
A PESTEL analysis is a framework or tool used by marketers to analyse and monitor the macro-environmental (external marketing environment) factors that have an impact on an organisation. The result of which is used to identify threats and weaknesses which is used in a SWOT analysis.
Oxytocin and Trust - Neuro Human Resource Management (NHRM) - Manu Melwin Joymanumelwin
Neuro human resource management is a new field of human resource management which uses medical technologies such as functional Magnetic Resonance Imaging (fMRI) to study the brain's responses to enhance employee experience. The term Neuro Human Resource Management (NHRM) was coined by noted HR expert Dr. Manu Melwin Joy in April 2017.
Industrial marketing (B2B) is the marketing of goods and services by one business to another. Industrial goods are those an industry uses to produce an end product from one or more raw materials.
Industrial marketing (B2B) is the marketing of goods and services by one business to another. Industrial goods are those an industry uses to produce an end product from one or more raw materials.
Green marketing is the of products that are presumed to be environmentally safe. It incorporates a broad range of activities, including product modification, changes to the production process, sustainable packaging, as well as modifying advertising.
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.
For more information, visit-www.vavaclasses.com
Operation “Blue Star” is the only event in the history of Independent India where the state went into war with its own people. Even after about 40 years it is not clear if it was culmination of states anger over people of the region, a political game of power or start of dictatorial chapter in the democratic setup.
The people of Punjab felt alienated from main stream due to denial of their just demands during a long democratic struggle since independence. As it happen all over the word, it led to militant struggle with great loss of lives of military, police and civilian personnel. Killing of Indira Gandhi and massacre of innocent Sikhs in Delhi and other India cities was also associated with this movement.
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.
Palestine last event orientationfvgnh .pptxRaedMohamed3
An EFL lesson about the current events in Palestine. It is intended to be for intermediate students who wish to increase their listening skills through a short lesson in power point.
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.
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.
2024.06.01 Introducing a competency framework for languag learning materials ...Sandy Millin
http://sandymillin.wordpress.com/iateflwebinar2024
Published classroom materials form the basis of syllabuses, drive teacher professional development, and have a potentially huge influence on learners, teachers and education systems. All teachers also create their own materials, whether a few sentences on a blackboard, a highly-structured fully-realised online course, or anything in between. Despite this, the knowledge and skills needed to create effective language learning materials are rarely part of teacher training, and are mostly learnt by trial and error.
Knowledge and skills frameworks, generally called competency frameworks, for ELT teachers, trainers and managers have existed for a few years now. However, until I created one for my MA dissertation, there wasn’t one drawing together what we need to know and do to be able to effectively produce language learning materials.
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.
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.
2. Prepared By
Kindly restrict the use of slides for personal purpose.
Please seek permission to reproduce the same in public forms and presentations.
Manu Melwin Joy
Assistant Professor
Ilahia School of Management Studies
Kerala, India.
Phone – 9744551114
Mail – manu_melwinjoy@yahoo.com
3. Quantitative Research
• In natural sciences and
social sciences,
quantitative research is
the systematic empirical
investigation of
observable phenomena
via statistical,
mathematical or
computational
techniques.
4. Quantitative Research
• The objective of quantitative
research is to develop and
employ mathematical
models, theories and/or
hypotheses pertaining to
phenomena. The process of
measurement is central to
quantitative research
because it provides the
fundamental connection
between empirical
observation and
mathematical expression of
quantitative relationships.
5. Quantitative Research
• Quantitative research is
generally made using
scientific methods, which
can include:
– The generation of models,
theories and hypotheses.
– The development of
instruments and methods
for measurement.
– Experimental control and
manipulation of variables.
– Collection of empirical data
– Modeling and analysis of
data.
6. Quantitative Research
• They are most
commonly used by
physical scientists,
although social sciences,
education and
economics have been
known to use this type
of research. It is the
opposite of qualitative
research.
7. Quantitative Research
• Quantitative experiments
all use a standard format,
with a few minor inter-
disciplinary differences, of
generating a hypothesis to
be proved or disproved.
This hypothesis must be
provable by mathematical
and statistical means, and
is the basis around which
the whole experiment is
designed.
8. Quantitative Research
• Randomization of any
study groups is essential,
and a control group
should be included,
wherever possible. A
sound quantitative
design should only
manipulate one variable
at a time, or statistical
analysis becomes
cumbersome and open
to question.
9. Advantages
• Quantitative research
design is an excellent
way of finalizing results
and proving or
disproving a hypothesis.
The structure has not
changed for centuries,
so is standard across
many scientific fields
and disciplines.
10. Advantages
• After statistical analysis of
the results, a
comprehensive answer is
reached, and the results
can be legitimately
discussed and published.
Quantitative experiments
also filter out external
factors, if properly
designed, and so the
results gained can be seen
as real and unbiased.
11. Advantages
• Quantitative experiments
are useful for testing the
results gained by a series
of qualitative
experiments, leading to a
final answer, and a
narrowing down of
possible directions for
follow up research to
take.
12. Disadvantages
• Quantitative experiments
can be difficult and
expensive and require a
lot of time to perform.
They must be carefully
planned to ensure that
there is complete
randomization and
correct designation of
control groups.
13. Disadvantages
• Quantitative studies
usually require extensive
statistical analysis, which
can be difficult, due to
most scientists not being
statisticians. The field of
statistical study is a
whole scientific discipline
and can be difficult for
non-mathematicians
14. Disadvantages
• In addition, the requirements
for the successful statistical
confirmation of results are
very stringent, with very few
experiments comprehensively
proving a hypothesis; there is
usually some ambiguity, which
requires retesting and
refinement to the design. This
means another investment of
time and resources must be
committed to fine-tune the
results.
15. Disadvantages
• Quantitative research
design also tends to
generate only proved or
unproven results, with
there being very little room
for grey areas and
uncertainty. For the social
sciences, education,
anthropology and
psychology, human nature
is a lot more complex than
just a simple yes or no
response.