Exercise 2: Why a Single-School Sample Is a Genuinely Different Limitation Than Asch's Sample Size — Possible Solution ==================================================================================================================================== Asch's real conformity study involved a comparatively small sample of roughly 50 participants, but the real limitation this course flagged for it in Chapter 6 was mainly about a NARROW POPULATION being studied - young men at one American college in the early 1950s - which raises a real, fair question about whether the same conformity rate would hold up across different ages, genders, cultures, or eras. That limitation is about GENERALIZABILITY across different KINDS of people, and it's a limitation Asch's real finding has, in fact, mostly survived across later replications. The marshmallow test's real limitation runs deeper than sample size or even population narrowness alone - it's about a specific, real CONFOUND lurking inside that narrow sample. Because Mischel's original 50 children were drawn from one relatively advantaged Stanford nursery school, family background and socioeconomic stability had very little real variation within that specific sample - most of the children came from broadly similar, resourced circumstances. This matters in a way pure smallness doesn't: it means the original study had no real way to separate "willpower predicts success" from "stable, resourced family background predicts both waiting longer AND later success," because within that narrow sample, family background barely varied at all. So the real difference is this: Asch's limitation is chiefly about whether a real finding GENERALIZES to other populations. The marshmallow test's limitation is about a real, specific alternative explanation (family background) that the original sample's own lack of diversity made structurally impossible to rule out - a deeper methodological problem than sample size or population narrowness on their own. ANSWER: Asch's small sample is mainly a generalizability concern - whether the same conformity rate holds across different populations, a limitation his finding has largely survived. The marshmallow test's single-school sample is a deeper problem: because family background barely varied within that narrow, advantaged group, the original study had no real way to separate willpower from family circumstances as the true cause of later success - a specific confound the sample's own narrowness made impossible to detect, not just a generalizability gap. WHY THIS WORKS AS AN ANSWER ------------------------------ This distinguishes a generalizability limitation (does the finding hold across populations) from a confound-detection limitation (could the original sample even reveal an alternative explanation), correctly identifying the marshmallow test's problem as the deeper of the two.