Ad-sponsored Business Models and Compatibility Incentives of Social Networks

This paper examines social networks' incentives to establish compatibility under fee and ad-sponsored business models. I analyze the competition between two social networks and show that compatibility is only possible when the two networks are ad-sponsored. I also find that even when both networks are ad-sponsored, a network with a significant installed-base advantage may choose not to be compatible when the cost from sharing the market outweighs the benefit from additional ad profits. Finally, compatibility also requires a significant number of single-homing users. The results are consistent with empirical observations of social networks and suggest that increased adoption of ad-sponsored business models may lead to many de-facto standards in high-technology industries

Technology Shocks in Multi-Sided Markets: The Impact of Craigslist on Local Newspapers

Theories of multi-sided markets suggest that a platform's pricing strategies on different sides of the market are closely linked, and in particular, an increase in competition on one side may lead to an increase in price on other sides. We empirically examine platforms' pricing strategies by exploiting the gradual expansion of Craigslist, a website providing classified ads services, into local newspaper markets. We adopt a differences-in-differences approach by comparing the pricing strategies of local newspapers for which classified ads are likely to be a significant portion of their revenue to others before and after Craigslist's entry. We find that these newspapers drop their classified ad rates significantly more after Craigslist's entry. We also find that the impact of the entry of Craigslist propagates to other sides of the newspaper market. These newspapers increase their subscription rates relative to others, and consequently, their circulation also drops more. Finally, lower circulation also leads to lower display ad rates for these newspapers. Our study helps build an understanding of how incumbent media platforms respond to technologically disruptive entrants in multi-sided markets

Strategies to Fight Ad-sponsored Rivals

We analyze the optimal strategy of a high-quality incumbent that faces a low-quality ad-sponsored competitor. In addition to competing through adjustments of tactical variables such as price or advertising intensity, we allow the incumbent to consider changes in its business model. We consider four alternative business models, two pure models (subscription-based and ad-sponsored) and two mixed models that are hybrids of the two pure models. We show that the optimal response to an ad-sponsored rival often entails business model reconfigurations, a phenomenon that we dub 'competing through business models.' We also find that when there is an ad-sponsored entrant, the incumbent is more likely to prefer to compete through a pure, rather than a mixed, business model because of cannibalization and endogenous vertical differentiation concerns. We discuss how our study helps improve our understanding of notions of strategy, business model, and tactics in the field of strategy

Technology Shocks in Multi-Sided Markets: The Impact of Craigslist on Local Newspapers

Theories of multi-sided markets suggest that a platform's pricing strategies on different sides of the market are closely linked, and in particular, an increase in competition on one side may lead to an increase in price on other sides. We empirically examine platforms' pricing strategies by exploiting the gradual expansion of Craigslist, a website providing classified ads services, into local newspaper markets. We adopt a differences-in-differences approach by comparing the pricing strategies of local newspapers for which classified ads are likely to be a significant portion of their revenue to others before and after Craigslist's entry. We find that these newspapers drop their classified ad rates significantly more after Craigslist's entry. We also find that the impact of the entry of Craigslist propagates to other sides of the newspaper market. These newspapers increase their subscription rates relative to others, and consequently, their circulation also drops more. Finally, lower circulation also leads to lower display ad rates for these newspapers. Our study helps build an understanding of how incumbent media platforms respond to technologically disruptive entrants in multi-sided markets

Additional file 23 of Implicating genes, pleiotropy, and sexual dimorphism at blood lipid loci through multi-ancestry meta-analysis

Additional file 23: Table S15. Comparison of the sex-specific effects

Additional file 21 of Implicating genes, pleiotropy, and sexual dimorphism at blood lipid loci through multi-ancestry meta-analysis

Additional file 21: Table S13. Characteristics of replication cohorts (as provided by each participating cohort)

Additional file 1 of Implicating genes, pleiotropy, and sexual dimorphism at blood lipid loci through multi-ancestry meta-analysis

Additional file 1: Table S1. Characteristics of contributing cohorts (as provided by each participating cohort)