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Tackling Gender Gaps in Data

Ironically, in the big data age of today, a significant barrier to women’s inclusion in formal economies is made up of the lack of sex-disaggregated data at the high level. Within this, the lack of more granular data to base models and policies on, the lack of data on related services like internet access, use of bank accounts, feature phones and smartphones, or even inclusion in the national identification process is hard to come by.

In a recent blog detailing ideas for their new project, Strengthening Gender Statistics, officials from the World Bank Group write about challenges to accessing quality gendered data and how to tackle them. They try to understand the vast variety of challenges by grouping them into three categories- challenges to data production, analysis, and dissemination.

Source: World Bank Blog, February 2022

Read also:

Making Women and Girls Visible: Gender Data Gaps and Why They Matter (2018), UN Women

Closing gender data gaps in the world of work- role of the 19th ICLS standards (2020), ILO

Ironically, in the big data age of today, a significant barrier to women’s inclusion in formal economies is made up of the lack of sex-disaggregated data at the high level. Within this, the lack of more granular data to base models and policies on, the lack of data on related services like internet access, use of bank accounts, feature phones and smartphones, or even inclusion in the national identification process is hard to come by.

Read the full article…

Posted by at 3:07 PM

Labels: Inclusive Growth

Gendered Taxes: The Interaction of Tax Policy with Gender Equality

Source: IMF Working Paper

Abstract:

“This paper provides an overview of the relation between tax policy and gender equality, covering labor, capital and wealth, as well as consumption taxes. It considers implicit and explicit gender biases and corrective taxation. On labor taxes, we (the authors) discuss the well-established findings on female labor supply and present new empirical work on the impact of household taxation. We also analyze the impact of progressivity on pay gaps and labor supply. On capital and wealth taxation, we discuss the implications of lower effective capital income taxation on the personal income tax burden gap across genders. We show that countries with relatively low female shares of capital income and wealth also tend to tax property and inheritances particularly lightly. On consumption taxes, we cover taxes on female hygiene products and excise taxes, which we assess in relation to externalities and differences in consumption patterns across genders.”

Source: IMF Working Paper

Abstract:

“This paper provides an overview of the relation between tax policy and gender equality, covering labor, capital and wealth, as well as consumption taxes. It considers implicit and explicit gender biases and corrective taxation. On labor taxes, we (the authors) discuss the well-established findings on female labor supply and present new empirical work on the impact of household taxation. We also analyze the impact of progressivity on pay gaps and labor supply.

Read the full article…

Posted by at 1:43 PM

Labels: Inclusive Growth

Slowing Women’s Labor Force Participation: The Role of Income Inequality

Source: NBER Working Paper

Historically, the number and wages of women in the labor force grew at a significant pace during the 1970s and 1980s but began stalling in the early 1990s, especially for college graduates.

In this paper, the authors have argued that this discontinued growth since the 1990s is a consequence of growing inequality. They show that slowdown in participation and wage growth was concentrated among women married to highly educated and high-income husbands, whose earnings grew dramatically over the period under study. Through a model of household labor supply, they qualitatively analyze the above-mentioned effect and account for the rise in the gender wage gap for college graduates.

Source: NBER Working Paper

Historically, the number and wages of women in the labor force grew at a significant pace during the 1970s and 1980s but began stalling in the early 1990s, especially for college graduates.

In this paper, the authors have argued that this discontinued growth since the 1990s is a consequence of growing inequality. They show that slowdown in participation and wage growth was concentrated among women married to highly educated and high-income husbands,

Read the full article…

Posted by at 7:39 AM

Labels: Inclusive Growth

Book Review- Desperately Seeking Shahrukh

By: Vrinda Saxena

‘I think we know very little about the changing lives of young women in India because we have stopped studying them for who they are. We know the heroines- the ones who fought against all odds and became leaders, and we know the victims. But the real change is taking place in between- the ordinary women who are dressing differently, who are spending more hours in school than ever before, who are reshaping the rules at home in their marriages, in their relationships with peers, in their relationships with their in-laws and their relationships with the working world.’

– Yamini Aiyar, President, Centre for Policy Research

                                                                         For the book ‘Desperately Seeking Sharukh’ (2021)

Jostling between datasets and academic theories, summary measures and aggregates, the journey to tap into the elusive story of gender and deprivation in India has not been an easy task for economists through the ages. Perhaps, in what could be loosely referred to as a case of inferential statistics, author and World Bank economist Shrayana Bhattacharya has captured stories of diverse women across various social and economic strata of the country to paint a larger picture of the state of affairs in her book, Desperately Seeking Sharukh: India’s Lonely Young Women and the Search for Intimacy and Independence.

In Bhattacharya’s own words, the book uses the “construct” of the Hindi film actor, Shahrukh Khan, as a research device to closely peer into the personal lives of migrant women, domestic workers, corporate and public servants, and even urban non-working women. For nearly 14 arduous years from 2006 onwards, she broached conversations with her research respondents, acquaintances, and strangers on mutual love for the actor, realizing over time how each discussion was deeper than just a description of his work and off-stage persona but a close peek into women’s own aspirations and changing beliefs. The reader gets an up-close glimpse into how Indian women perceive work, wages, social mobility, economic aspirations, employment, and other seemingly personal issues, like intimacy, loneliness, bargaining power within families, dignity, etc.  

As a case in point, the book’s first composite character- an upper-class working woman residing in an Indian metro, with a fine education and a well-paying job- peruses over the perils of succeeding in a predominantly male corporate setup, building one’s own fortune in the absence of land and generational wealth like a true “middle class”, and the freedom and perils of not pegging one’s identity to men or marriage. Brilliantly putting it into context, Bhattacharya equips the reader with 6 frameworks within which “middle class” has been defined by economists and how deep the income and wealth inequality fault lines run in the country. Where women’s access to education and employment are as strongly guarded as their ability to access public spaces and even entertainment- in that India she follows the lives of some women who managed to break through from a few shackles but get held back on others. The “hidden tax”, as economist Sendhil Mullainathan terms it, by refusing to acknowledge women’s economic successes or social ostracization forms the underlying theme of many such stories. One is left to ponder then if all the loneliness and unrequited emotional labor women perform in their personal relationships are not personal misgivings but the gift of a structurally unequal society!  Besides, not only does this inequality maim women’s minds and bodies but spills over to numbers and data that economists love most. Bhattacharya takes the reader on a very thought-provoking journey into the lives of women who are majorly, if not solely, invested severely into performing unpaid care work for families but are ironically never accounted for in the economy. This and other ways official data upholds patriarchal dominance by neglecting home-based workers and informal laborers hits you hard each time the same data is invoked as the sole basis on which an understanding of deprivation hinges.

Shahrukh- the superstar who publicly claimed his rags to riches story, publicly admitted to building from scratch and battling feelings like loneliness and anxiety, and also publicly acknowledged the important role women played in his real-life aside from the reel life where his romances are categorized as more ‘interactive’ than of all others, is the combining glue for this oeuvre. Female fans who were interviewed displayed analogous revolutions in their own lives- from sacrificing traditional marriages and roles of damsels in distress for the joys and trials of independent economic life, reclaiming their right over consumption of entertainment and education, or even something that may seem as trivial as making a ‘pilgrimage’ to their icon’s bungalow without male company (yes, in India that is a big deal!).

Thus, in “seeking” Shahrukh, the many women who feature in this book show how with the help of technology, the economic liberalization of India in the 1990s, and the advent of social media India’s young women are slowly departing from the idea of marrying their Shahrukh(s) to becoming their own Shahrukh(s).

Discussions on cultural beliefs, aspirations, norms, and the things that catch the fancy of communities elude very many narratives of the development and evolution of emerging markets. This book fits right in to bandage that void. From the way urban, working women mirrored their fantasies of companionship that is more emotionally and financially equal to rural and immigrant women’s windows into the world outside, this book communicates the changing everyday dynamics of women’s engagement in economies by deconstructing a superstar’s fandom. Pardon me if my review does not appear academic enough- for even the book is not. It steers clear of any dry statement of facts and figures but rather attempts to put them into perspective and uncover the three-dimensional story behind.

By: Vrinda Saxena

‘I think we know very little about the changing lives of young women in India because we have stopped studying them for who they are. We know the heroines- the ones who fought against all odds and became leaders, and we know the victims. But the real change is taking place in between- the ordinary women who are dressing differently, who are spending more hours in school than ever before,

Read the full article…

Posted by at 1:59 PM

Labels: Book Reviews, Inclusive Growth

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