The study relies on household purchase data, not actual consumption. Purchased food may be stored or wasted, not necessarily consumed.
The study excludes restaurant food purchases, which could be significant.
Analysis is at the household level, not individual. Intra-household differences in consumption are not captured.
Nutritional content is estimated using product labels and databases, potential for mismatches exists.
The study establishes a correlation, not definitive causation, between temperature and sugar intake. Other confounding factors might be at play.