Secure and Scalable Statistical Computation of Questionnaire Data in R

Collecting data via a questionnaire and analyzing them while preserving respondents’ privacy may increase the number of respondents and the truthfulness of their responses. It may also reduce the systematic differences between respondents and non-respondents. In this paper, we propose a privacy-preserving method for collecting and analyzing survey responses using secure multi-party computation (SMC). The method is secure under the semi-honest adversarial model. The proposed method computes a wide variety of statistics. Total and stratified statistical counts are computed using the secure protocols developed in this paper. Then, additional statistics, such as a contingency table, a chi-square test, an odds ratio, and logistic regression, are computed within the R statistical environment using the statistical counts as building blocks. The method was evaluated on a questionnaire dataset of 3,158 respondents sampled for a medical study and simulated questionnaire datasets of up to 50,000 respondents. The computation time for the statistical analyses linearly scales as the number of respondents increases. The results show that the method is efficient and scalable for practical use. It can also be used for other applications in which categorical data are collected.

Children's TV and Digital Media in the Arab World

Who analyses children’s screen content and media use in Arab countries, and with what results? Children, defined internationally as under-18s, account for some 40 per cent of Arab populations and the proportion of under-fives is correspondingly large. Yet studies of children’s media and child audiences in the region are as scarce as truly popular locally produced media content aimed at children. At the very time when conflict and uncertainty in key Arab countries have made local development and diversification of children’s media more remote, it has become more urgent to gain a better understanding of how the next generation’s identities and world-views are formed. This interdisciplinary book is the first in English to probe both the state of Arab screen media for children and the practices of Arabic-speaking children in producing, as well as consuming, screen content. It responds to the gap in research by bringing together a holistic investigation of institutions and leading players, children’s media experiences and some iconic media texts. With children’s media increasingly linked to merchandising, which favours US-based global players and globalizing forces, this volume provides a timely insight into tensions between differing concepts of childhood and desirable media messages.