Intrinsic Motivation & Admission Screening

Speaker’s dilemma after graduation:
- Two options: accept a secure job or launch a new company.
- Choosing the company implied:
- $\text{Fear of the unknown}$
- More debt
- Possible disapproval from family
- Physical health risk (stomach ulcer)
- Decision took ≈ 10 seconds → chose entrepreneurship.
Key internal drivers cited:
- Autonomy
- Challenge
- Sense of purpose
- Overall: intrinsic motivation.
Work habits in the start-up phase:
- 16-hour workdays
- Insomnia due to constant ideation for the next day
First company’s mission:
- Help students gain admission to competitive graduate & professional programs.
- Foundational belief: higher‐education access should be independent of race, culture, or socioeconomic status.

Inconsistency observed:
- Highly qualified students (on paper) often rejected.
- Some systematically accepted students lacked genuine interest.
Core screening challenge for universities & employers:
- Selecting a few top performers from $10^2–10^4$ applicants fairly.
- Distinguishing genuine vocational passion from mere pursuit of:
- Financial security
- Status
- Social pressure
Entrepreneurial parallel: “finding needles in haystacks” when hiring.
Common screening tools used both in admissions & employment:
- Personal statements
- Grades / standardized tests
- Situational Judgment Tests (SJTs)
- Interviews (47+ formats: structured, unstructured, MMI, open-file, closed-file, etc.)
Literature review findings:
- Little convincing evidence that these tools predict future on-the-job behavior.
- At best, they predict future test performance.

Early 1900s: Edward Lee Thorndike (“father of educational psychology”).
- Created early standardized interest exams for colleges & law schools.
- Hypothesis: high grades → high future job performance.
- Contradiction: his own data showed $r \approx 0$ between standardi zed scores & job success.
Despite weak correlation, Thorndike’s paradigm persisted → proliferation of grades, tests, hypothetical questions, etc.

Pioneers: Edward Deci & Richard Ryan.
Definitions:
- Extrinsic motivation: engaging in an activity for external rewards or fear of punishment (e.g., allowance, grades, parental pressure).
- Intrinsic motivation: engaging in an activity because it is inherently enjoyable or meaningful (e.g., playing video games for fun).
Illustrative childhood examples:
- Math-homework bribery (carrot) or grounding (stick) → temporary compliance.
- Unsupervised marathon gaming of Super Mario or Mortal Kombat → sustained engagement without external incentive.
Psychological constructs:
- State of Flow (“being in the zone”): deep absorption enabled by intrinsic motivation.
Empirical outcomes (40+ years of research):
- Intrinsically motivated individuals show:
- Superior performance
- Higher resilience
- Less burnout
- Greater life & job satisfaction

Working hypothesis: traditional screening fails because it cannot detect intrinsic motivation.
Objective: create Motivation-Based Admission Screening (MBAS).

Three independent samples: medical students and residents.
Major findings:
1. Motivational composition of accepted cohorts:
- $\approx 75\%$ primarily extrinsically motivated (wealth, status, social pressure).
- Only $25\%$ purely intrinsically motivated (willing to pursue medicine irrespective of \$).
- Corroborated by Association of American Medical Colleges (AAMC) data: $22\%$ of graduating MDs reported zero income influence on specialty choice.
1. Socio-economic skew:
- Majority of accepted applicants came from wealthy families vs. general population baseline.
- Paid coaching not the primary driver of the skew (lower-income candidates used coaching at comparable rates).
1. Intrinsic motivation ≠ demographic variables:
- No significant correlation with gender, race, cultural background, or wealth.
Implications:
- MBAS could simultaneously select top performers and enhance diversity.

Acknowledge the “impossible task.”
Look beyond:
- Standardized test cut-offs
- GPA thresholds
- Hypothetical interview answers
Actively assess motivational orientation.

De-emphasize:
- CV brand names
- Past experience as sole indicator
Seek candidates demonstrating intrinsic drive; they will contribute "blood, sweat & tears" and improve over time.

Reflective question: “What would you do if you had infinite time and money?”
Steps:
1. Answer honestly (private introspection).
2. Experiment with activities until intrinsic enjoyment is found.
3. Begin deliberate practice today.
Expected benefits:
- Mastery → fulfilling career
- Long-term happiness

Equity & access: current tools disadvantage low-income and minority applicants.
Merit redefined: competence + motivation, not test prowess alone.
Organizational culture: intrinsically motivated teams foster innovation & resilience.
Personal authenticity: aligning career with intrinsic interests counters external social scripts.

Accepted cohort intrinsic motivation proportion: $25\%$ (study) vs. $22\%$ (AAMC report).
Interview format variants referenced: $\ge 47$ .
Work hours in start-up phase: $16\ \text{h/day}$ .
Decision latency to launch first company: $\approx 10\ \text{s}$ .

“M.B.A.S.” – Motivation-Based Admission Screening.
“Needle ≠ Grade” – Don’t equate top performers with top test scores.
“Flow → Grow” – Intrinsic motivation fuels continuous growth.
“Carrot & Stick ≠ Career Pick.” – Choices driven by extrinsic incentives misalign long-term satisfaction.