Impact of Automation on the Indian Schooling System
Respondents: Teachers & Administrators, n = 25
Research Objectives
What this study aimed to understand
Question-wise Response Analysis
Summary of responses from 25 participants
Q1 Adoption
92% YesYes: 23
No: 2
Outcome: Automation adoption is very high.
Q2 Systems Used
Top: LMSLMS: 20
Smart classrooms: 18
Management software: 16
Attendance systems: 14
AI tools: 9
Q3 Usage Frequency
DailyDaily: 17
Weekly: 5
Occasionally: 3
Outcome: Strong daily dependence on automation.
Q4 Efficiency Improvement
84%Strongly Agree: 11
Agree: 10
Neutral: 3
Disagree: 1
Outcome: Most report improved efficiency.
Q5 Area Improved
AssessmentAssessment & grading: 8
Record management: 7
Lesson delivery: 6
Communication: 4
Outcome: Assessment processes benefit the most.
Q6 Workload Impact
ReductionSignificantly reduced: 9
Moderately reduced: 10
No change: 4
Increased: 2
Outcome: Majority experience workload reduction.
Q7 Challenges
BarriersTechnical issues: 8
Lack of training: 6
Infrastructure issues: 5
Cost: 4
Resistance to change: 2
Outcome: Technical and training gaps are key barriers.
Q8 Replacement Concern
SupportYes: 3
No: 15
Partially: 7
Outcome: Teachers see automation as support, not replacement.
Q9 Satisfaction
76%Very satisfied: 7
Satisfied: 12
Neutral: 4
Unsatisfied: 2
Outcome: Satisfaction is high.
Q10 Future Improvements
AI NeedAI-based personalization: 9
Training programs: 7
Better tools: 4
Infrastructure: 3
Cost reduction: 2
Outcome: Demand for AI and skill development is rising.
Final Insights & Conclusion
What the responses suggest overall
