How useful was social science during the pandemic?

Macartan Humphreys | WZB

Plan

The pandemic was useful for social science, but how useful was social science for the pandemic?

A look at (a small!) selection of work in political science and economics on:

  • Predicting
  • Tracking
  • Solving
  • Critiquing

Was this useful? Where could we have done better?

General remarks

Rapid responses, broad responses

  • Oxford policy data tracker
  • Tracking dashboards
  • Pooled surveys: RECOVR, Y-RISE
  • Special issues (e.g. POP) and funding opportunities (e.g. IPA, Mercury)

“Staying in lane” issues fairly well negotiated

Predicting: Where will the Corona burden lie?

  • Lots of epi models: does social science have value added?
  • Social scientists are particularly good at predicting regular events after the fact
  • Real challenge to predict outside the routine
  • Is it too much to ask?

Predicting

Bosancianu et al 2023: lots of available theory (in all directions)

Predicting

Capacity arguments mixed: astonishing unconditional relations, capacity correlates early on, trust later on

Predicting

Not much traction from political variables

Predicting

Trust and inequality stand out

Implied learning

Expert predictions (generally very diverse) and implied updating

Model challenge

Over 100 entries across challenges: Golden, Slough, and Zhai (2023)

Model challenge

Social scientists better than chance but only in the tails

Model challenge

Trust and inequality again

Summary

  • Not clear much demand for social science predictions
  • Quite modest traction: but still, value added over epidemiological and machine learning models
  • Purely political arguments did not do a lot; theoretical logics thin
  • Trust and inequality consistently important

Tracking

A lot of social science is focused on measurement.

Did social science effectively help track the situation?

Dashboards

Sierra Leone dashboard making use of existing sample and team (esp Voors and Mereggi in country): resources

Dashboards

Drawn on by MoF

Dashboards