Artificial Intelligence in Research: Concept & Clarity

wordlife4bhavin 249 views 37 slides Aug 24, 2024
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About This Presentation

"AI in Research: Let’s Reimagine Research" by Dr. Bhavin Chauhan focuses on integrating artificial intelligence into the research process to enhance educational research. It provides a comprehensive guideline on conducting research, from identifying a research problem and reviewing liter...


Slide Content

AI in Research Let’s Reimagine Research Dr. Bhavin Chauhan Department of Education, Faculty of Education and Psychology The Maharaja Sayajirao University of Baroda Vadodara, Gujarat, India [email protected] http://edutainmentwithbhavinchauhan.blogspot.com/ https://wordlifewithme.blogspot.com/ Mob. No. 9979896161

Step-by-step Guideline for Conducting Educational Research Step 1: Identifying the Research Problem Define a clear, focused, and researchable question or problem based on gaps in the current literature or educational practices. Example: You might notice a gap in how digital tools are integrated into classroom learning for special education students and decide to explore how these tools affect learning outcomes in this group.

Step-by-step Guideline for Conducting Educational Research Step 2: Literature Review Conduct a comprehensive review of existing research related to your topic. This helps to refine the research question and develop theoretical grounding. Example: Review academic journals, books, and conference proceedings to understand previous findings on the use of digital tools in special education, identifying what has been done and where gaps remain.

Step-by-step Guideline for Conducting Educational Research Step 3: Developing the Hypothesis or Research Questions Based on the literature review, formulate hypotheses or detailed research questions that your study will address. Example: You might hypothesize that "Special education students using interactive digital tools will show a 20% improvement in math skills compared to those who do not."

Step-by-step Guideline for Conducting Educational Research Step 4: Research Design Choose an appropriate research methodology (qualitative, quantitative, or mixed-methods) and design your study's methods of data collection and analysis. Example: Decide on a mixed-methods approach, using quantitative methods to measure improvements in math skills (pre-tests and post-tests) and qualitative interviews to gauge student engagement and satisfaction.

Step-by-step Guideline for Conducting Educational Research Step 5: Data Collection Collect data according to the methods outlined in your research design, ensuring you adhere to ethical standards and obtain necessary permissions. Example: Administer math skill tests to two groups of special education students (one using the digital tools and one not) and conduct interviews with these students and their teachers.

Step-by-step Guideline for Conducting Educational Research Step 6: Data Analysis Analyze the data using statistical tools for quantitative data and content analysis for qualitative data. Example: Use SPSS to perform statistical analysis on the test results and NVivo for thematic analysis of the interview transcripts.

Step-by-step Guideline for Conducting Educational Research Step 7: Interpreting Results Interpret the data to determine whether it supports your hypotheses, discussing findings in relation to the theoretical framework and previous research. Example: Discuss how the data supports (or does not support) your hypothesis about digital tools improving math skills, and analyze interview data to explain these outcomes.

Step-by-step Guideline for Conducting Educational Research Step 8: Reporting and Dissemination Write up your research findings in a clear, structured format for submission to academic journals or presentation at conferences. Also consider other dissemination methods such as webinars, workshops, or policy briefs. Example: Prepare a paper outlining your methodology, findings, and implications for educational practice and policy, and submit it to an educational technology journal.

Step-by-step Guideline for Conducting Educational Research Step 9: Reflection and Future Research Reflect on the research process and outcomes. Identify any limitations and suggest areas for future research. Example: Reflect on the challenges of using digital tools in special education settings and propose further research to explore long-term impacts and other subject areas.

IMRAD ( I ntroduction, M ethods, R esults, and D iscussion) model Introduction (PICO) P : Problem or Purpose I: Introduction to the topic C: Context and background information O: Objectives or research questions

IMRAD ( I ntroduction, M ethods, R esults, and D iscussion) model Methods (DRMPM) D: Design (experimental, observational, etc.) R: Research setting or study site M: Materials or participants P: Procedures or interventions M: Measurements or data collection

IMRAD ( I ntroduction, M ethods, R esults, and D iscussion) model Results (NEWR) N: Narrative summary E: Evidence (data, tables, figures) W: Words to describe the results R: Relationships and patterns

IMRAD ( I ntroduction, M ethods, R esults, and D iscussion) model Discussion (CECE) C: Conclusions based on the results E: Explanation and interpretation C: Comparison with previous research E: Limitations and future research directions

Additional Consideration Abstract (BIRAC) B: Background or context I: Introduction or objectives R: Results or key findings A: Analysis or interpretation C: Conclusions or implications

Additional Consideration References (RACE) R: Recent and relevant A: Accessible and accurate C: Consistent with the chosen style guide E: Ethical and complete

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Thank YOU! Dr. Bhavin Chauhan Communication Consultant and Founder of Communication Consultancy Assistant Professor, Faculty of Education and Psychology, The Maharaja Sayajirao University of Baroda Blogger @ https://nonverbalwithme.blogspot.com/ http://edutainmentwithbhavinchauhan.blogspot.com/ https://bhavinspirational.blogspot.com/ [email protected] WhatsApp- 9979896161