Ecological Correlations and the Behavior of Individuals.¶
Robinson, W. S. (1950). Ecological Correlations and the Behavior of Individuals. American Sociological Review, 15(3), 351-357.
Cited by¶
9 citations across 9 artifacts.
Each citation links to the sentence it supports in the citing article.
Primes¶
- Fallacy Of Misplaced Concreteness
- This is the same structural critique behind the ecological fallacy, mereological confusion, and the use-mention distinction, with misplaced concreteness as the general parent.
This sourceFoundational statement of the ecological fallacy — inferring individual-level relations from aggregate data — a structural sibling of misplaced concreteness.
- This is the same structural critique behind the ecological fallacy, mereological confusion, and the use-mention distinction, with misplaced concreteness as the general parent.
- Micro Macro Linkage
- And the paired fallacies: inferring micro from macro alone is the ecological fallacy, inferring macro from micro alone is the atomistic fallacy, and each is the structural-error diagnosis for ignoring one edge.
This sourceThe classic statement of the ecological fallacy (inferring individual-level from aggregate-level relations); its mirror is the atomistic fallacy.
- And the paired fallacies: inferring micro from macro alone is the ecological fallacy, inferring macro from micro alone is the atomistic fallacy, and each is the structural-error diagnosis for ignoring one edge.
- Modifiable Areal Unit Problem
- For two variables \(x, y\) over a base space of point-level observations, partitioned into cells, the total covariance decomposes as \(\text{Cov}(x, y) = \text{Cov}_{\text{between}}(\bar{x}, \bar{y}) + E[\text{Cov}_{\text{within}}(x, y)]\) — a between-cell term over the cell means plus a within-cell term averaged across cells.
This sourceShows that correlations computed on aggregated units differ systematically from individual-level correlations, the foundation of the within/between variance decomposition and the ecological fallacy.
- For two variables \(x, y\) over a base space of point-level observations, partitioned into cells, the total covariance decomposes as \(\text{Cov}(x, y) = \text{Cov}_{\text{between}}(\bar{x}, \bar{y}) + E[\text{Cov}_{\text{within}}(x, y)]\) — a between-cell term over the cell means plus a within-cell term averaged across cells.
- Neighborhood
- Global properties — connectedness, whole-system stability, fairness across an entire population — are not, and pretending they are by reasoning from a single neighborhood is a named error: the fallacy of composition, the ecological fallacy.
This sourceThe classic statement of the ecological fallacy — illegitimately promoting an aggregate/local-level conclusion to the individual level — the named error of gluing or escaping neighborhoods improperly.
- Global properties — connectedness, whole-system stability, fairness across an entire population — are not, and pretending they are by reasoning from a single neighborhood is a named error: the fallacy of composition, the ecological fallacy.
Domain-specific¶
- Fallacy of Division
- The statistical form of this error has a landmark case: W. S. Robinson's 1950 paper "Ecological Correlations and the Behavior of Individuals."
This sourceThe landmark demonstration that correlations computed on aggregates need not match, and may reverse, the corresponding individual-level correlations.
- The statistical form of this error has a landmark case: W. S. Robinson's 1950 paper "Ecological Correlations and the Behavior of Individuals."
Mechanisms¶
- Ecological Fallacy Guardrail
- Micro-Macro Crosswalk
- The classic misuse is running an inference the wrong way down it — reading the aggregate as if it described each member, the ecological fallacy
This sourceDemonstrates that aggregate correlations cannot generally substitute for individual-level relationships.
- The classic misuse is running an inference the wrong way down it — reading the aggregate as if it described each member, the ecological fallacy
- Micro / Meso / Macro Analysis
- Its classic failure is the ecological fallacy — reading a correlation that holds at the macro (aggregate) rung
This sourceShows why a correlation among aggregate groups cannot be read as the corresponding correlation among individuals.
- Its classic failure is the ecological fallacy — reading a correlation that holds at the macro (aggregate) rung
- Variability Analysis
- One is the ecological fallacy: reasoning from a group average down to individuals, or letting aggregation hide a reversal that appears within subgroups.
This sourceWarns that aggregate correlations do not support inference about individual behavior.
- One is the ecological fallacy: reasoning from a group average down to individuals, or letting aggregation hide a reversal that appears within subgroups.
Verification¶
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