Related Experiment Video
Updated: Dec 20, 2025

Modeling Alcohol Consumption in Rodents Using Two-Bottle Choice Home Cage Drinking and Microstructural Analysis
Published on: November 8, 2024
The effect of tobacco- and alcohol-control policies on household spending patterns in Kenya: An approach using
Abel Otwori Nyagwachi1, Grieve Chelwa2, Corné van Walbeek3
1Research Unit on the Economics of Excisable Products, School of Economics, University of Cape Town, Cape Town, South Africa; Parliamentary Budget Office, Nairobi, Kenya.
Abstract:
This paper examines the effect of tobacco and alcohol control policies on tobacco and alcohol consumption patterns and the evolution of crowding-out effects on other household expenditure in Kenya. The current literature on crowding-out does not provide a defensible instrumental variable for a system of demand equations. This paper uses Matched Difference in Differences (MDID) as an alternative strategy and data from two nationally representative surveys in Kenya conducted ten years apart (2005/6 and 2015/16). We find that tobacco-control policies contributed to a decrease in the proportion of tobacco-consuming households between 2005 and 2015. Alcohol-control policies were only effective in reducing the proportion of alcohol-consuming households in the bottom quartile of the expenditure distribution. Overall, tobacco-consuming households spent less on education, communication, and some food items. Alcohol-consuming households also spent less on some food items, but expenditure on transportation was the only non-food item crowded out. Tobacco and alcohol control policies, when they result in reduced consumption of these products, can increase household expenditure on human capital development in the long run.
More Related Videos
Related Concept Videos
Hypothesis Test for Test of Independence
H0: The two variables (factors)...
Statistical Methods for Analyzing Epidemiological Data
Introduction to Test of Independence
The test statistic for a test of independence is similar to that of a goodness-of-fit test:
CNS Depressants: Alcohol and Nicotine
Stress Prevention and Stress Management Techniques IV
Observational Studies
There are three types of observational studies – Prospective, retrospective, and cross-sectional.
Prospective Study
Prospective studies, also known as longitudinal or cohort studies, are carried out by collecting future data from groups sharing similar characteristics. One...

