Behavioral research experiments allow you to investigate questions related to decision-making, habits, motivation, bias, cooperation, and social influence by analyzing real data rather than relying on assumptions. Many well-known concepts from psychology and behavioral economics, such as game theory experiments on trust and cooperation, can be adapted for classrooms, clubs, or online surveys.
As a high school student, running your own behavioral research project helps you build practical research skills: designing surveys, collecting data, performing basic statistical analyses, coding experiments, conducting interviews, and writing formal reports. That kind of hands-on experience strengthens your academic profile, prepares you for college-level research, and shows initiative in fields ranging from psychology and business to political science and data science.
Why should students look at behavioral research projects?
Behavioral research teaches you how to ask better questions. It develops critical thinking, ethical research design, data analysis, and academic writing skills valued by colleges and employers across various fields. Whether you’re aiming for medicine, marketing, law, economics, or technology, understanding human behavior offers a competitive advantage. Nearly every industry relies on predicting, influencing, or improving human decisions.
To help get you started, we’ve put together 30 behavioral research experiments you can run as a high schooler!
30 Behavioral Research Experiments You Can Run as a High Schooler
1. The Effect of Rewards on Study Motivation
You could investigate whether small incentives increase homework completion or study time. Design a controlled experiment with a reward group and a non-reward group, then track measurable outcomes over a fixed period. Use basic statistical tests such as t-tests to compare performance differences. This project connects to educational psychology and motivation research.
2. Peer Influence on Risk-Taking Decisions
You might examine whether individuals make riskier decisions when peers are present. Create a structured decision-making task completed individually and then in small groups. Compare average risk levels using quantitative analysis. This study links to social psychology and behavioral economics.
3. Loss Aversion in Everyday Choices
You could test whether participants prefer avoiding losses over acquiring equivalent gains. Present framed survey scenarios that describe outcomes as either gains or losses of equal value. Analyze choice patterns using statistical comparisons. This connects to cognitive psychology and economics.
4. Background Music and Concentration
You might measure task performance under silence, instrumental music, and lyrical music conditions. Assign identical cognitive tasks across groups and record accuracy and completion time. Compare results using descriptive statistics and significance testing. This project relates to cognitive science and education research.
5. Social Media Use and Attention Span
You could explore whether higher daily social media usage correlates with reduced focus on sustained tasks. Collect self-reported usage data and administer a short attention-based assessment. Use correlation analysis to examine relationships between variables. This connects to media psychology and behavioral science.
6. The Bystander Effect in Helping Behavior
You might investigate whether individuals are less likely to offer help when others are present. Create an ethical, low-stakes scenario that requires minimal assistance and record response rates across conditions. Compare proportions using basic statistical tests. This study links to social psychology.
7. Anchoring Bias in Numerical Estimates
You could test whether an initial number influences later estimates. Present different groups with varying starting values before asking them to estimate the same quantity. Compare average responses statistically to detect anchoring effects. This connects to behavioral economics and consumer research.
8. Sleep Duration and Academic Performance
You might analyze whether sleep duration predicts academic task performance. Collect sleep logs over a week and administer a standardized quiz or assessment. Use regression or correlation analysis to examine patterns. This project ties to health psychology and education studies.
9. Framing Effects in Decision-Making
You could examine whether wording affects how people make decisions. Present identical problems framed positively for one group and negatively for another. Compare decision outcomes using statistical testing. This relates to behavioral economics and communication research.
10. Cooperation in Repeated Game Scenarios
You might run a simplified cooperation game across multiple rounds to observe behavioral changes over time. Record individual decisions in each round and track shifts in strategy. Analyze trends using basic game theory principles and quantitative comparisons. This connects to economics and political science.
11. Deadline Length and Productivity
You could examine whether shorter deadlines improve or reduce task quality. Assign identical tasks with varying time constraints and measure accuracy and completion rates. Compare group outcomes using statistical tests such as t-tests or ANOVA. This project connects to organizational psychology and time-management research.
12. The Halo Effect in First Impressions
You might test whether one positive trait influences overall evaluations of a person. Present participants with standardized profiles that vary in a single characteristic while keeping others constant. Analyze rating differences using quantitative comparison methods. This study links to social psychology and perception research.
13. Habit Formation Over Time
You could investigate how long it takes for a simple daily behavior to become consistent. Track participant adherence to a small routine over several weeks and measure self-reported automaticity. Use trend analysis and data visualization to examine behavioral change over time. This connects to behavioral science and health psychology.
14. Decision Fatigue Across the School Day
You might explore whether decision quality declines later in the day. Administer identical decision-making tasks in the morning and afternoon sessions. Compare accuracy and response time using statistical analysis. This project relates to cognitive psychology and mental resource theory.
15. Public Recognition and Performance
You could test whether public praise influences task performance differently from private feedback. Assign participants to feedback conditions and measure subsequent task accuracy or effort. Analyze performance differences using quantitative comparison tools. This connects to motivation theory and education research.
16. Digital Notifications and Focus
You might measure how phone notifications affect concentration during academic tasks. Have participants complete identical assignments with and without controlled digital interruptions. Record completion time and error rates, then compare results statistically. This links to cognitive science and attention research.
17. Impulse Buying Triggers
You could examine what situational factors increase spontaneous purchasing behavior. Design a survey presenting simulated buying scenarios with varying emotional or environmental cues. Use regression or frequency analysis to interpret patterns. This connects to consumer psychology and behavioral economics.
18. Optimism Bias in Grade Predictions
You might investigate whether students systematically overestimate their academic performance. Collect predicted scores before an assessment and compare them to actual results afterward. Calculate average prediction errors and analyze trends statistically. This study relates to cognitive psychology and decision science.
19. Eye Contact and Persuasion
You could test whether direct eye contact increases compliance with simple requests. Conduct controlled interactions that vary only in eye contact conditions and record response rates. Compare proportions using statistical analysis. This connects to communication studies and social psychology.
20. Groupthink in Team Discussions
You might explore whether groups suppress dissenting opinions during decision-making. Observe structured group discussions and code instances of agreement and disagreement. Compare outcomes between groups with and without assigned critical evaluators. This project links to sociology and organizational behavior.
21. Scarcity Messaging and Preference
You could examine whether labeling an item as scarce increases its desirability. Present identical options to different groups, varying only the availability description, such as “limited supply” versus “widely available.” Measure selection rates and analyze differences using statistical comparison. This connects to consumer psychology and behavioral economics.
22. Gratitude Journaling and Mood Changes
You might investigate whether daily gratitude journaling improves mood over time. Administer standardized mood surveys before and after a short intervention period. Compare pre- and post-scores using quantitative analysis. This study links to positive psychology and well-being research.
23. Competition and Performance Outcomes
You could test whether competitive environments influence task performance. Assign participants to competitive and non-competitive conditions while completing identical assignments. Measure accuracy and motivation levels, then compare results statistically. This connects to social psychology and performance research.
24. Default Options and Decision Outcomes
You might examine whether pre-selected default choices influence participant decisions. Design survey forms that vary only in whether an option is automatically selected. Compare selection frequencies using statistical tests. This relates to behavioral economics and decision science.
25. Emotional Language in Persuasion
You could explore whether emotionally charged wording increases agreement with a message. Present neutral and emotionally framed versions of the same content to separate groups. Measure levels of agreement and analyze differences quantitatively. This connects to communication studies and linguistics.
26. Exercise and Short-Term Memory
You might test whether light physical activity improves short-term memory performance. Administer identical recall tasks before and after a brief exercise session. Compare accuracy scores using statistical analysis. This study links to neuroscience and health psychology.
27. Anonymity and Generosity in Decision-Making
You could investigate whether anonymity affects generosity levels. Conduct a simple resource-allocation task under anonymous and identified conditions. Measure average contributions and compare results statistically. This connects to economics and social psychology.
28. Multitasking and Accuracy Rates
You might examine whether multitasking reduces task accuracy. Have participants complete identical assignments with and without a secondary distraction. Record error rates and completion times, then analyze differences quantitatively. This relates to cognitive psychology and attention research.
29. Color Influence on Perceived Task Difficulty
You could test whether background color affects perceived task difficulty. Present identical assignments in different colored formats and collect difficulty ratings. Compare average responses using statistical analysis. This connects to design psychology and perception studies.
30. Leadership Style and Group Performance
You might explore whether leadership style impacts group productivity. Assign directive or collaborative leaders to small teams completing identical tasks. Measure output quality and group satisfaction, then compare findings statistically. This links to research on organizational behavior and management.
One more option – Horizon Academic Research Program
If you’re looking for a competitive mentored research program to support behavioral research experiments, consider applying to Horizon’s Research Seminars and Labs! This is a selective virtual research program that lets you engage in advanced research and develop a research paper on a subject of your choosing. Horizon has worked with 1000+ high school students so far and offers 600+ research specializations for you to choose from. You can find the application link here!
Image source – Horizon Inspires