Big data analytics and enterprises: a bibliometric synthesis of the literature

ABSTRACT

Understanding the developmental trajectories of big data analytics in the corporate context is highly relevant for information systems research and practice. This study presents a comprehensive bibliometric analysis of applications of big data analytics in enterprises. The sample for this study contained a total of 1727 articles from the Scopus database. The sample was analyzed with techniques such as bibliographic coupling, citation analysis, co-word analysis, and co-authorship analysis. Findings from the co-citation analysis identified four major thematic areas in the extant literature. The evolution of these thematic areas was documented with dynamic co-citation analysis.     

Non-existence of competitive equilibria with dynamically inconsistent preferences

This paper shows the robust non-existence of competitive equilibria even in a simple three period representative agent economy with dynamically inconsistent preferences. We distinguish between a sophisticated and naive representative agent. Even when underlying preferences are monotone and convex, at given prices, we show by example that the induced preference of the sophisticated representative agent over choices in first-period markets is both non-convex and satiated. Even allowing for negative prices, the market-clearing allocation is not contained in the convex hull of demand. Finally, with a naive representative agent, we show that perfect foresight is incompatible with market clearing and individual optimization at given prices.     

Potential foreign competition in US manufacturing

Trade barriers are falling and firms are competing in increasingly open international markets. The data reveal considerable heterogeneity across industries in the intertemporal path of import-shares. Against this backdrop, we focus on an issue that is increasingly important for competition policy analysis: ‘potential’ foreign competition. Inadequate attention to this aspect could result in a biased picture of total competition, leading to misguided antitrust decisions. Drawing on the conceptual framework outlined by Landes and Posner [Harvard Law Review, 94 (1981) 937], we measure potential foreign competition by the intertemporal response of industry import-share to industry-specific and aggregate economic factors, and our estimates indicate wide variation across industries in this dimension. A particularly striking finding is that highly concentrated industries, which are more likely to be subject to antitrust scrutiny, have a greater degree of potential foreign competition than industries with low concentration, even though the extent of actual foreign competition is similar across these groups of industries.     

Democracy, collective action and intra-elite conflict

We analyze a model where there is uncertainty about the future power of two ex-ante symmetric elites to appropriate surplus, and ex-ante surplus sharing agreements are not binding. We show that in an oligarchy, the stronger elite appropriates the entire available surplus, whereas a democracy results in a more balanced surplus allocation between the two elites. In a democracy, the newly enfranchised non-elite organize to act collectively, so that the weaker elite can credibly threaten to form a coalition with the organized non-elite against the stronger elite. Such a threat ensures that the more balanced surplus sharing proposal chosen by majority voting is renegotiation-proof. Therefore, sufficiently risk-averse elites unanimously choose democracy as a form of insurance against future imbalances in relative power. We emphasize that franchise extension to, and low cost of organizing collective political activity for, the non-elite are both necessary features of a democracy. Our formal analysis can account for the stylized facts that emerge from a comparative analysis of Indian and Western European democracies.     

Holidays and economic growth: Evidence from a panel of Indian states

The number of holidays differs significantly across Indian states. Moreover, some of the governing political parties have been accused of using holidays as a tool either to mollify disgruntled workers or to woo voters before the state elections. In this context, this paper explores the relationship between the number of holidays and economic growth across 24 Indian states, spanning the period 2008–2016, by employing a panel model analysis. The paper presents evidence suggesting that holidays seem to affect growth negatively in the rich states but are inconsequential for the growth performance of the poor states.