Why Are Fewer Grocery Shoppers Buying Meat? Declining
Grocery Sales, Prices, and Cultural Change
Meier; Freitas-Groff; Woolley
Observational
Causal Inference
Event Studies
Causal Panel Data
Grocery purchases (Nielsen etc) including meat and PBM
Working paper/mimeo, not published
73%
How do plant-based products substitute for animal products (welfare footprint)?
Demand estimation (observational)
Assessing Cross-Price Effects of Meat Alternatives on Beef, Pork, and Chicken Retail Demand in 2022
Tonsor; Bina
(G-)AIDS model
Observational
Grocery purchases (Nielsen etc) including meat and PBM
70%
How do plant-based products substitute for animal products (welfare footprint)?
Demand estimation (observational)
Demand for Plant-Based Meat Alternatives and the Role of Habit Formation and Variety Seeking [2022 version]
Neuhofer; Lusk
Grocery purchases (Nielsen etc) including meat and PBM
65%
How do plant-based products substitute for animal products (welfare footprint)?
Demand estimation (observational)
Plant-Based versus Conventional Meat in Food Away From Home Settings: Substitution, Complementarity, and Market Impacts
Caputo; Lusk’ Blaustein-Rejto
Hypothetical food basket choice
65%
How do plant-based products substitute for animal products (welfare footprint)?
Demand estimation (hypothetical choice experiment)
Meet the Meatless: Demand for New Generation Plant-Based Meat Alternatives
Zhao; Wang; Hu; Zheng
Grocery purchases (Nielsen etc) including meat and PBM
60%
How do plant-based products substitute for animal products (welfare footprint)?
Demand estimation (observational)
Consumer spending patterns for plant-based meat alternatives
Cuffey; Chenarides; Li; Zhao
Event Studies
Linear probability model
Grocery purchases (Nielsen etc) including meat and PBM
60%
How do plant-based products substitute for animal products (welfare footprint)?
Consumer adoption & behavior patterns
Are Plant-Based Analogues Replacing Cow’s Milk in the American Diet?
Stewart; Kuchler; Cessna; Hahn
Grocery purchase including PBM and meat-related products
published, decent journal
53%
4/22/2025
How do plant-based products substitute for animal products (welfare footprint)?
Consumer adoption & behavior patterns
Price elasticities of meat, fish and plant-based meat substitutes: evidence from store-level Dutch supermarket scanner data
Liu; Ansink
Grocery purchases (Nielsen etc) including meat and PBM
50%
How do plant-based products substitute for animal products (welfare footprint)?
Demand estimation (observational)
Estimating the effect of moving meat-free products to the meat aisle on sales of meat and meat-free products: A non-randomised controlled intervention study in a large UK supermarket chain
Piernas; Cook; Stevens; Stewart; Hollowell; Scarborough; Jebb
Grocery purchases (Nielsen etc) including meat and PBM
45%
How do plant-based products substitute for animal products (welfare footprint)?
Consumer adoption & behavior patterns
Substitution patterns and price response for plant-based meat alternatives
Jahn; Guhl; Erhard
Survey Design/Surveys
Hypothetical choice experiment
Hypothetical 'burger' choice
40%
How do plant-based products substitute for animal products (welfare footprint)?
Demand estimation (hypothetical choice experiment)
Are all meats substitutes? A basket‐and‐expenditure‐based approach.
Neill; Britton
Hypothetical choice experiment
Hypothetical food basket choice
40%
How do plant-based products substitute for animal products (welfare footprint)?
Demand estimation (hypothetical choice experiment)
Market potential of new plant-based protein alternatives: Insights from four US consumer experiments
Tonsor; Lusk; Schroeder
Hypothetical choice experiment
Hypothetical food basket choice
40%
How do plant-based products substitute for animal products (welfare footprint)?
Demand estimation (hypothetical choice experiment)
Price-, Taste-, and Convenience-Competitive Plant-Based Meat Would Not Currently Replace Meat (~EAF post)
Peacock
35%
How do plant-based products substitute for animal products (welfare footprint)?
Does the advertising of plant-based burgers attract meat consumers?
Wang; Li; Zheng
Grocery purchases (Nielsen etc) including meat and PBM
35%
How do plant-based products substitute for animal products (welfare footprint)?
Consumer adoption & behavior patterns
Addressing concerns about sustainability and animal welfare: Investigating consumers' adoption and behavioral intention towards plant‐based eggs (Chen et al, 2024)
Chen; Chao; Lin
Hypothetical choice experiment
25%
How do plant-based products substitute for animal products (welfare footprint)?
Most plant-based meat alternative buyers also buy meat: an analysis of household demographics, habit formation, and buying behavior among meat alternative buyers
Neuhofer; Lusk
Grocery purchases (Nielsen etc) including meat and PBM
20%
How do plant-based products substitute for animal products (welfare footprint)?
Demand estimation (observational)
Adjusting for Scale-Use Heterogeneity in Self-Reported Well-Being
Microeconomic theory
Survey Design/Surveys
Survey Experiments
Working paper/mimeo; not published in a peer-reviewed journal
12/1/2023
DALY/WELLBY interconvertibility
Measuring Well-being/WELLBY reliability
The wellbeing cost-effectiveness of StrongMinds and Friendship Bench: Combining a systematic review and meta-analysis with charity-related data
Working paper/mimeo; not published in a peer-reviewed journal
DALY/WELLBY interconvertibility
Measuring Well-being/WELLBY reliability
Forecasts estimate limited cultured meat production through 2050 (EA forum post)
Cultured meat production volume
Cell-cultured meat cost and price
All Crises Are Unhappy in Their Own Way: The Role of Societal Instability in Shaping the Past
Working paper/mimeo, not published
Does inequality increase civil war/unrest in the event of an environmental shock?
Cultured meat: A comparison of techno-economic analyses
Price/cost of Cultured Meat
Cell-cultured meat cost and price
All Crises Are Unhappy in Their Own Way: The Role of Societal Instability in Shaping the Past
Working paper/mimeo, not published
Does inequality increase civil war/unrest in the event of an environmental shock?
The Effects of Exposure to Information about Animal Welfare Reforms on Animal Farming Opposition: A Randomized Experiment
Effects of improving welfare standards on attitudes towards animal welfare/factory farming/legislation?
Impact Of Corporate Commitments On Public Attitudes
Effects of improving welfare standards on attitudes towards animal welfare/factory farming/legislation?
The wellbeing cost-effectiveness of StrongMinds and Friendship Bench: Combining a systematic review and meta-analysis with charity-related data
Working paper/mimeo; not published in a peer-reviewed journal
DALY/WELLBY interconvertibility
Measuring Well-being/WELLBY reliability
A happy probability about happiness (and other) scales: an exploration and tentative defence of the cardinality assumption.
Plant (2024)
Targeted Literature Synthesis
Theoretical Defence
Scale Cardinality and Comparability Analysis
DALY/WELLBY interconvertibility
Targeted Literature Synthesis
The WELLBY: a new measure of social value and progress
Frijters et al. (2024) - Frijters, Krekel, Sanchis, Santini
DALY/WELLBY interconvertibility
Measuring Well-being/WELLBY reliability
A Handbook for Wellbeing Policy-Making: History, Theory, Measurements, Implementation and Examples (Chapter 4)
Frijters & Krekel (2021)
DALY/WELLBY interconvertibility
Measuring Well-being/WELLBY reliability
The Sad Truth about Happiness Scales
Bond & Lang (2019)
Measuring Well-being/WELLBY reliability
An empirical comparison of well-being measures used in the UK
Mukuria et al. (2016) - Mukuria, Rowen, Peasgood, Brazier
DALY/WELLBY interconvertibility
Wellbeing discussion paper: monetisation of life satisfaction effect sizes
MacLennan & Stead (2021)
DALY/WELLBY interconvertibility
Measuring Well-being/WELLBY reliability
How Threatening Are Transformations of Happiness Scales to Subjective Wellbeing Research?
Kaiser & Vendrik (2020)
Measuring Well-being/WELLBY reliability
Feeling good is Feeling better
Prati & Senik (2020)
Measuring Well-being/WELLBY reliability
Life Satisfaction, QALYs, and the Monetary Value of Health.
Huang et al. (2018) - Huang, Frijters, Dalziel and Clarke
DALY/WELLBY interconvertibility
Techno-economic modeling and assessment of cultivated meat: Impact of production bioreactor scale
Techno-economic analysis/BOTEC
Price/cost of Cultured Meat
Cell-cultured meat cost and price
Scale-up economics for cultured meat
Techno-economic analysis/BOTEC
Price/cost of Cultured Meat
Cell-cultured meat cost and price
How much will large-scale production of cell-cultured meat cost?
Techno-economic analysis/BOTEC
Price/cost of Cultured Meat
Cell-cultured meat cost and price
A scoping review of cultivated meat techno-economic analyses to inform future research directions for scaled-up manufacturing
Cultured meat production volume
Cell-cultured meat cost and price
Empirical economic analysis shows cost-effective continuous manufacturing of cultivated chicken using animal-free medium
Laboratory Experiments
Techno-economic analysis/BOTEC
Price/cost of Cultured Meat
Cell-cultured meat cost and price
Preliminary Techno-Economic Assessment of Animal Cell-Based Meat
Techno-economic analysis/BOTEC
Price/cost of Cultured Meat
Cell-cultured meat cost and price
TEA of cultivated meat. Future projections for different scenarios
Techno-economic analysis/BOTEC
Price/cost of Cultured Meat
Cell-cultured meat cost and price
Quality adjusted life years based on health and consumption: A summary wellbeing measure for cross‐sectoral economic evaluation
Cookson et al. (2020) - Cookson, Skarda, Cotton‐Barratt, Adler, Asaria , Ord
DALY/WELLBY interconvertibility
When to release the lockdown: A wellbeing framework for analysing costs and benefits
Layard et al. (2020) - Layard, De Neve, Krekel, Fancourt, Hey, O’Donnell
DALY/WELLBY interconvertibility
The value of health - Empirical issues when estimating the monetary value of a QALY based on well-being data
Himmler et al. (2020) - Himmler, Stöckel, van Exel, Brouwer, Werner
DALY/WELLBY interconvertibility
Towards cost-effective and sustainable media formulations for cellular agriculture
Price/cost of Cultured Meat
Cell-cultured meat cost and price
Anticipated growth factor and recombinant protein costs and volumes necessary for cost-competitive cultivated meat
Price/cost of Cultured Meat
Cell-cultured meat cost and price
Exploring cost reduction strategies for serum free media development
Price/cost of Cultured Meat
Cell-cultured meat cost and price
A Beefy-R culture medium: Replacing albumin with rapeseed protein isolates
Price/cost of Cultured Meat
Cell-cultured meat cost and price
Simple and effective serum-free medium for sustained expansion of bovine satellite cells for cell cultured meat
Price/cost of Cultured Meat
Cell-cultured meat cost and price
Unlocking the potential of cultivated meat through cell line engineering
Cell-cultured meat cost and price
Eliciting preference weights for life satisfaction: A feasibility study
Peasgood et al. (2018) - Peasgood, Mukuria, Brazier
DALY/WELLBY interconvertibility
A systematic review and meta-analysis of the impact of cash transfers on subjective well-being and mental health in low- and middle-income countries
McGuire, Kaiser and Bach-Mortensen (2022)
Measuring Well-being/WELLBY reliability
The wellbeing cost-effectiveness of StrongMinds and Friendship Bench: Combining a systematic review and meta-analysis with charity-related data
Working paper/mimeo; not published in a peer-reviewed journal
DALY/WELLBY interconvertibility
Measuring Well-being/WELLBY reliability