NCAER - NATIONAL DATA INNOVATION CENTRE
India has made remarkable strides in expanding access to education for girls over the past few decades. Enrolment rates for girls in primary and secondary schools have risen significantly, and gender gaps in literacy have narrowed. Girls have surpassed boys even in gross enrolment in higher education. However, this educational success has not translated into a proportional increase in female labour force participation.
As India seeks to enhance its innovation ecosystem, it is worthwhile to pay attention to opportunities and lessons from the self-inflicted wounds on American science.
Above all, trust in government is the key to successfully implementing difficult decisions during emergencies.
This March marks five years since the world stopped. On March 11, 2020, the World Health Organisation (WHO) declared Covid a pandemic. On March 24, the Government of India declared a nationwide lockdown, one of the most stringent globally. With five years and much water under the bridge, it is easy to forget the gasping breaths, millions of deaths, and shuttered businesses. That is, until the next disaster strikes. Can we learn from that painful experience to prepare for the next disaster, whether it is a black swan event like the pandemic, a tsunami, or a drought?
This paper explores ‘gatekeeping’, the phenomenon where access to a sample person in the household is controlled by another person. Gatekeeping of female persons is especially an issue in societies governed by gendered social norms. It can increase survey error by reducing response rates and potentially increasing non-response bias, and can increase measurement error when gatekeepers insist on providing proxy responses. We contribute to the sparse literature on gatekeeping by using data from a telephone survey of migrants in India and focusing on the sample of female married-out migrants. We estimate the prevalence of gatekeeping, compare outcomes of calls made to gatekept versus non-gatekept cases, and model the likelihood of a proxy interview. We estimate that gatekeeping of females in telephone surveys is in the range of 56%–65%, with gatekept calls much more likely to result in proxy interviews. We find that older and more-educated women are less subject to gatekeeping and that male and married interviewers are associated with a greater likelihood of gatekeeping. We discuss implications of these results for survey practice.
