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This chapter proposes a simple procedure to estimate average derivatives in nonparametric regression models with incomplete responses. The method consists of replacing the responses with an appropriately weighted version and then use local polynomial estimation for the average derivatives. The resulting estimator is shown to be asymptotically normal, and an estimator of its asymptotic variance–covariance matrix is also shown to be consistent. Monte Carlo experiments show that the proposed estimator has desirable finite sample properties.

Advances in Econometrics is a series of research volumes first published in 1982 by JAI Press. The authors present an update to the history of the Advances in Econometrics series. The initial history, published in 2012 for the 30th Anniversary Volume, describes key events in the history of the series and provides information about key authors and contributors to Advances in Econometrics. The authors update the original history and discuss significant changes that have occurred since 2012. These changes include the addition of five new Senior Co-Editors, seven new AIE Fellows, an expansion of the AIE conferences throughout the United States and abroad, and the increase in the number of citations for the series from 7,473 in 2012 to over 25,000 by 2022.

The chapter addresses the use of corporate social responsibility (CSR) as an indicator of social change and progress towards sustainability by analysing how stakeholders shift their CSR perceptions in different economic conjunctures between visions that are closer to communication or to governance as structures of network interaction. A matrix is presented that defines four models of CSR perception by integrating theoretical approaches of CSR framed by market or by society, by communication or by governance. Stakeholders’ perceptions are then positioned in the matrix through qualitative analysis of the diverse definitions, constructions and positions with respect to CSR made and adopted by corporate agents, social stakeholders and communicators in their discourses. The study proves that changes in how actors perceive and explain self-governed CSR do not depend so much on economic factors as on the networks of stakeholder interaction through communication and governance. Mapping CSR stakeholders’ perceptions indicates changes and limiting actors, but is not enough to isolate the triggers of those changes. The maps provide a starting point for further exploration of (de)politicization, framing, and understanding of CSR communication and governance, and for the analysis of the limitations of the current model of CSR self-governance. The theoretical approach and methodology provide a framework that integrates communication and governance as relational structures of network interaction in CSR.