This whole discussion reminds me about the conflicting studies around the correlation or lack thereof of money earned and happiness. There was recently another paper about it that re-analyzed the data, so not a meta analysis, but an interesting example of study design and statistic interpretation: https://www.pnas.org/doi/10.1073/pnas.2208661120#executive-s...