Modeling Violence against Women in India: Theories and Problems

This paper examined the following issues: 1. Is ‘violence against women’ a variable? What kind of variable is it? 2. Is it theoretically plausible to model ‘violence against women’? 3. If it is theoretically plausible to model ‘violence against women’, then is it feasible to estimate such a model and perform simulation exercises? Following are findings: 1. The decision to perpetrate ‘violence against women’ is a binary variable, which takes value unity (1) when the decision is ‘yes’ and zero (0) when the decision is ‘no’. 2. It is theoretically plausible to construct the models of estimating and forecasting the probability of occurrence of ‘violence against women’ facing a typical woman in a particular society on the basis of necessary information. 3. It is not feasible in practice to apply above models for the purposes of policy-formulation and policy-simulation in India because of absence of compilation or systematic compilation of the data on ‘violence against women’ and the variables determining ‘violence against women’

Modeling Violence against Women in India: Theories and Problems

This paper examined the following issues: 1. Is ‘violence against women’ a variable? What kind of variable is it? 2. Is it theoretically plausible to model ‘violence against women’? 3. If it is theoretically plausible to model ‘violence against women’, then is it feasible to estimate such a model and perform simulation exercises? Following are findings: 1. The decision to perpetrate ‘violence against women’ is a binary variable, which takes value unity (1) when the decision is ‘yes’ and zero (0) when the decision is ‘no’. 2. It is theoretically plausible to construct the models of estimating and forecasting the probability of occurrence of ‘violence against women’ facing a typical woman in a particular society on the basis of necessary information. 3. It is not feasible in practice to apply above models for the purposes of policy-formulation and policy-simulation in India because of absence of compilation or systematic compilation of the data on ‘violence against women’ and the variables determining ‘violence against women’.Violence, Woman, Probability

Expectation-Aware Planning: A Unifying Framework for Synthesizing and Executing Self-Explaining Plans for Human-Aware Planning

In this work, we present a new planning formalism called Expectation-Aware planning for decision making with humans in the loop where the human's expectations about an agent may differ from the agent's own model. We show how this formulation allows agents to not only leverage existing strategies for handling model differences but can also exhibit novel behaviors that are generated through the combination of these different strategies. Our formulation also reveals a deep connection to existing approaches in epistemic planning. Specifically, we show how we can leverage classical planning compilations for epistemic planning to solve Expectation-Aware planning problems. To the best of our knowledge, the proposed formulation is the first complete solution to decision-making in the presence of diverging user expectations that is amenable to a classical planning compilation while successfully combining previous works on explanation and explicability. We empirically show how our approach provides a computational advantage over existing approximate approaches that unnecessarily try to search in the space of models while also failing to facilitate the full gamut of behaviors enabled by our framework

Global School Feeding Sourcebook : Lessons from 14 countries

This sourcebook documents and analyzes a range of government-led school meals programs to provide decision-makers and practitioners worldwide with the knowledge, evidence and good practice they need to strengthen their national school feeding efforts. The sourcebook includes a compilation of concise and comprehensive country case-studies. It highlights the trade-offs associated with alternative school feeding models and analyzes the overarching themes, trends and challenges which run across them

Building the Infrastructure: The Effects of Role Identification Behaviors on Team Cognition Development and Performance

The primary purpose of this study was to extend theory and research regarding the emergence of mental models and transactive memory in teams. Utilizing Kozlowski et al.’s (1999) model of team compilation, we examine the effect of role identification behaviors and argue that such behaviors represent the initial building blocks of team cognition during the role compilation phase of team development. We then hypothesized that team mental models and transactive memory would convey the effects of these behaviors onto team performance in the team compilation phase of development. Results from 60 teams working on a command and control simulation supported our hypotheses