 "How the socio-economic fabric has changed")
Despite a rich statistical heritage, paucity of data hinders policymaking in India. Most national surveys, such as the ones carried out by the National Sample Survey Office (NSSO), tend to focus on a single theme. Further, these surveys typically provide snapshots of society only at a particular point of time.
By comparison, the India Human Development Survey (IHDS), carried out jointly by the National Council of Applied Economic Research (NCAER) and the University of Maryland, collects information on a plethora of socio-economic indicators such as income, employment, education, health, well-being and other parameters. Further, IHDS is a panel data-set. This allows study of the same households over time. The first round, in 2004-05, covered 41,554 households. In 2011-12, the second round re-interviewed 83 per cent of the original households, with an additional sample of 2,134 households. With data from the latest round in the public domain, researchers are beginning to explore various aspects of socio-economic changes India has seen over the past decade. Ishan Bakshi looks at the key findings under four broad categories - intergenerational mobility, health, gender and the National Rural Employment Guarantee Scheme.
INTERGENERATIONAL MOBILITY IN INDIA
Does the apple fall far from the tree?
Conventional wisdom has it that rigid caste structures prevent children from switching to occupations different from their parents'. But a new paper titled Rags to Riches: Intergenerational Occupational Mobility in India suggests the reality is more nuanced.
At the all-India level, about 40 per cent of sons born to fathers employed as labourers are engaged in occupations ranked higher in social status than their fathers. About a third of those born to parents in low-skilled occupations are now engaged in occupations ranked higher than those of their fathers.
While these estimates suggest considerable occupational mobility, the scenario isn't so rosy for those involved in many other occupations. Less than one in five sons born to farmers is now engaged in better-paying occupation. Further, children born in scheduled castes and scheduled tribes are less likely to move up the occupation hierarchy and more likely to witness a sharp fall than those born in upper-caste households.
At the aggregate level, the authors - Kunal Sen, Anirudh Krishna and Vegard Iversen - find a fairly high degree of occupational mobility in India, with mobility rates higher in urban than rural areas. The logic is straightforward: In urban areas, individuals are more likely to have greater opportunities for switching jobs.
The authors also find mobility rates higher among forward castes than the backward castes. This could be because forward caste households are more likely to be better educated than lower-caste households.
It is possible that the low levels of mobility the authors find among certain social groups is a consequence of two factors. First, children in these households have lower levels of education; second, sluggish job creation over the past decade means that despite an improvement in education, individuals find it difficult to switch to better occupations.
Income mobility in India
While the notion that India is a highly immobile society resonates strongly in public discourse, new research suggests intergenerational income mobility in India is similar to levels observed in some developed economies. Abdul Mohammed estimates that in rural India parents pass on roughly half their economic advantage to their children. What this means is that if A earns Rs 1,00,000 more than B, then on average, A's children will earn Rs 50,000 more than B's. As mobility in urban areas is likely to be higher, aggregate mobility at the all-India level is likely to be similar to existing levels in the US and the UK, though significantly lower than Scandinavian countries such as Denmark, Norway and Finland.
HEALTH
Portliness amidst poverty
While public discourse on health in India largely revolves around issues of under-nutrition and malnutrition, research by Pushkar Maitra and Nidhia Menony shows the proportion of people overweight or obese in India is substantial and growing.
India has the third highest number of obese and overweight people in the world, after the US and China. The authors find at an all-India level, 23 per cent of adult women and 19 per cent of adult men are overweight or obese. It should not come as a surprise that the urban numbers are larger. In urban areas, 35 per cent of adult women and 29 per cent of adult men are either overweight or obese, as compared to 16 per cent and 14 per cent, respectively, in rural areas.
In urban areas, women in Punjab, Jammu & Kashmir, Haryana and Himachal Pradesh show the highest rates of overweight, with 50 per cent of women in urban Punjab either overweight or obese. In rural areas, the highest proportion of this population was observed in Kerala, Punjab, Jammu and Kashmir and Himachal Pradesh.
The authors, who used body mass index (BMI) to measure obesity, find BMI significantly higher for married men in both rural and urban areas. BMI is higher among more educated individuals, especially women, belonging to more affluent households.
Improving sanitation
Simply building latrines will not be enough to put an end to the practice of open defecation in India. A study by Chloe Leclere finds individual characteristics such as gender empowerment, health beliefs, wealth and social identity significantly impact latrine use. This implies policies should also focus on "nudging" people to make better choices. What is equally important is the presence of village/district level infrastructure. For example, an improvement in the main source of water availability in a village increases the chances of households owning proper sanitation.
GENDER
Bargaining for girls' education
It is well known that when it comes to education, households in India prefer to spend more on boys than on girls. This is probably a consequence of the patriarchal society we live in. But, what if adult women in the household begin to contribute more to household income? Do they get a greater say in household decisions? And, does this lead to an increase in spending on educating girls?
According to a new paper, The Power To Choose: Gender Balance Of Power & Intra-Household Educational Spending In India, by Christophe J Nordman and Smriti Sharma, spending on girls education is tied to how much women members matter in households' decision-making. The authors find greater women bargaining power has a significant impact on girls' educational expenditure in urban areas. But, the relationship does not hold in rural areas.
In urban households, women typically have lower bargaining power in household decisions. This is largely because womens' share of household income is significantly lower in urban areas than rural areas. Women labour force participation rates in urban areas are lower than rural areas. But, as labour force participation increases and women begin to contribute more to household incomes, the intra-household dynamics change, with women getting more say in household decisions.
In rural areas, lower caste households, scheduled tribes and OBCs exhibit greater women bargaining power than upper-caste ones. While this could seem surprising, the authors contend this is because "low-caste women experience greater autonomy and control over household resources, and attitudes towards women are more likely to be liberal as compared to upper-caste women who face greater restrictions on mobility and decision-making."
Patriarchal versus liberal families
Discrimination in the job market alone does not account for differences in pay across genders. A new study by Sukanya Sarkhel and Anirban Mukherjee finds women from liberal families tend to work and earn more than those from patriarchal families. Women born in patriarchal families are more likely to face strong cultural constraints in joining the labour force and are, thus, likely to work less. This difference is not found among men workers.
NREGS
The unintended welfare implications
While National Rural Employment Guarantee Scheme (NREGS), a social security scheme, was designed primarily to provide employment during times of stress, the scheme has ended up improving household welfare in unintended ways.
For one, NREGS may have reduced the dependence of rural households on high interest loans from moneylenders. Data captured in IHDS show while 48 per cent of households participating in NREGS obtained loans from moneylenders in 2004-05, this was down to only 27 per cent in 2011-12.
Researchers Sonalde Desai, Prem Vashishtha and Omkar Joshi find the difference between loans taken from moneylenders by NREGS participants against those who did not participate in the scheme was as great as four percentage points. The authors also find while credit from formal sources of finance rose for all households, for those who participated in NREGS, it rose from 24 per cent in 2004-05 to 34 per cent in 2011-12. It is likely once all NREGS workers open a bank account and learn to operate the formal financial system, the share of formal credit could witness a steady rise.
While the intuitive explanation would be that NREGS income is likely to be spent on education, based on the data collected, the authors discount this and offer an alternative explanation. They say it is possible NREGS helped reduce child labour.
Impact of NREGS on wage growth
On the debate as to whether NREGS has influenced wage growth, Desai and co-authors present evidence to support the claim that it has contributed both directly and indirectly to wage growth. States with higher levels of implementation, such as Chhattisgarh and Rajasthan, have experienced had higher wage growth than low implementation states such as Bihar, Gujarat and Maharashtra. The authors find wage growth for men in states with medium level of participation about 3.5 per cent higher than in states with low NREGS participation. In states with higher participation, wage growth is about seven per cent higher. The authors also argue NREGS has a far greater indirect impact on wages, by "improving the bargaining position of workers".
By comparison, the India Human Development Survey (IHDS), carried out jointly by the National Council of Applied Economic Research (NCAER) and the University of Maryland, collects information on a plethora of socio-economic indicators such as income, employment, education, health, well-being and other parameters. Further, IHDS is a panel data-set. This allows study of the same households over time. The first round, in 2004-05, covered 41,554 households. In 2011-12, the second round re-interviewed 83 per cent of the original households, with an additional sample of 2,134 households. With data from the latest round in the public domain, researchers are beginning to explore various aspects of socio-economic changes India has seen over the past decade. Ishan Bakshi looks at the key findings under four broad categories - intergenerational mobility, health, gender and the National Rural Employment Guarantee Scheme.
INTERGENERATIONAL MOBILITY IN INDIA
Does the apple fall far from the tree?
Conventional wisdom has it that rigid caste structures prevent children from switching to occupations different from their parents'. But a new paper titled Rags to Riches: Intergenerational Occupational Mobility in India suggests the reality is more nuanced.
At the all-India level, about 40 per cent of sons born to fathers employed as labourers are engaged in occupations ranked higher in social status than their fathers. About a third of those born to parents in low-skilled occupations are now engaged in occupations ranked higher than those of their fathers.
While these estimates suggest considerable occupational mobility, the scenario isn't so rosy for those involved in many other occupations. Less than one in five sons born to farmers is now engaged in better-paying occupation. Further, children born in scheduled castes and scheduled tribes are less likely to move up the occupation hierarchy and more likely to witness a sharp fall than those born in upper-caste households.
At the aggregate level, the authors - Kunal Sen, Anirudh Krishna and Vegard Iversen - find a fairly high degree of occupational mobility in India, with mobility rates higher in urban than rural areas. The logic is straightforward: In urban areas, individuals are more likely to have greater opportunities for switching jobs.
The authors also find mobility rates higher among forward castes than the backward castes. This could be because forward caste households are more likely to be better educated than lower-caste households.
It is possible that the low levels of mobility the authors find among certain social groups is a consequence of two factors. First, children in these households have lower levels of education; second, sluggish job creation over the past decade means that despite an improvement in education, individuals find it difficult to switch to better occupations.
Income mobility in India
While the notion that India is a highly immobile society resonates strongly in public discourse, new research suggests intergenerational income mobility in India is similar to levels observed in some developed economies. Abdul Mohammed estimates that in rural India parents pass on roughly half their economic advantage to their children. What this means is that if A earns Rs 1,00,000 more than B, then on average, A's children will earn Rs 50,000 more than B's. As mobility in urban areas is likely to be higher, aggregate mobility at the all-India level is likely to be similar to existing levels in the US and the UK, though significantly lower than Scandinavian countries such as Denmark, Norway and Finland.
HEALTH
Portliness amidst poverty
While public discourse on health in India largely revolves around issues of under-nutrition and malnutrition, research by Pushkar Maitra and Nidhia Menony shows the proportion of people overweight or obese in India is substantial and growing.
India has the third highest number of obese and overweight people in the world, after the US and China. The authors find at an all-India level, 23 per cent of adult women and 19 per cent of adult men are overweight or obese. It should not come as a surprise that the urban numbers are larger. In urban areas, 35 per cent of adult women and 29 per cent of adult men are either overweight or obese, as compared to 16 per cent and 14 per cent, respectively, in rural areas.
In urban areas, women in Punjab, Jammu & Kashmir, Haryana and Himachal Pradesh show the highest rates of overweight, with 50 per cent of women in urban Punjab either overweight or obese. In rural areas, the highest proportion of this population was observed in Kerala, Punjab, Jammu and Kashmir and Himachal Pradesh.
The authors, who used body mass index (BMI) to measure obesity, find BMI significantly higher for married men in both rural and urban areas. BMI is higher among more educated individuals, especially women, belonging to more affluent households.
Improving sanitation
Simply building latrines will not be enough to put an end to the practice of open defecation in India. A study by Chloe Leclere finds individual characteristics such as gender empowerment, health beliefs, wealth and social identity significantly impact latrine use. This implies policies should also focus on "nudging" people to make better choices. What is equally important is the presence of village/district level infrastructure. For example, an improvement in the main source of water availability in a village increases the chances of households owning proper sanitation.
GENDER
Bargaining for girls' education
It is well known that when it comes to education, households in India prefer to spend more on boys than on girls. This is probably a consequence of the patriarchal society we live in. But, what if adult women in the household begin to contribute more to household income? Do they get a greater say in household decisions? And, does this lead to an increase in spending on educating girls?
According to a new paper, The Power To Choose: Gender Balance Of Power & Intra-Household Educational Spending In India, by Christophe J Nordman and Smriti Sharma, spending on girls education is tied to how much women members matter in households' decision-making. The authors find greater women bargaining power has a significant impact on girls' educational expenditure in urban areas. But, the relationship does not hold in rural areas.
In urban households, women typically have lower bargaining power in household decisions. This is largely because womens' share of household income is significantly lower in urban areas than rural areas. Women labour force participation rates in urban areas are lower than rural areas. But, as labour force participation increases and women begin to contribute more to household incomes, the intra-household dynamics change, with women getting more say in household decisions.
In rural areas, lower caste households, scheduled tribes and OBCs exhibit greater women bargaining power than upper-caste ones. While this could seem surprising, the authors contend this is because "low-caste women experience greater autonomy and control over household resources, and attitudes towards women are more likely to be liberal as compared to upper-caste women who face greater restrictions on mobility and decision-making."
Patriarchal versus liberal families
Discrimination in the job market alone does not account for differences in pay across genders. A new study by Sukanya Sarkhel and Anirban Mukherjee finds women from liberal families tend to work and earn more than those from patriarchal families. Women born in patriarchal families are more likely to face strong cultural constraints in joining the labour force and are, thus, likely to work less. This difference is not found among men workers.
NREGS
The unintended welfare implications
While National Rural Employment Guarantee Scheme (NREGS), a social security scheme, was designed primarily to provide employment during times of stress, the scheme has ended up improving household welfare in unintended ways.
For one, NREGS may have reduced the dependence of rural households on high interest loans from moneylenders. Data captured in IHDS show while 48 per cent of households participating in NREGS obtained loans from moneylenders in 2004-05, this was down to only 27 per cent in 2011-12.
Researchers Sonalde Desai, Prem Vashishtha and Omkar Joshi find the difference between loans taken from moneylenders by NREGS participants against those who did not participate in the scheme was as great as four percentage points. The authors also find while credit from formal sources of finance rose for all households, for those who participated in NREGS, it rose from 24 per cent in 2004-05 to 34 per cent in 2011-12. It is likely once all NREGS workers open a bank account and learn to operate the formal financial system, the share of formal credit could witness a steady rise.
While the intuitive explanation would be that NREGS income is likely to be spent on education, based on the data collected, the authors discount this and offer an alternative explanation. They say it is possible NREGS helped reduce child labour.
Impact of NREGS on wage growth
On the debate as to whether NREGS has influenced wage growth, Desai and co-authors present evidence to support the claim that it has contributed both directly and indirectly to wage growth. States with higher levels of implementation, such as Chhattisgarh and Rajasthan, have experienced had higher wage growth than low implementation states such as Bihar, Gujarat and Maharashtra. The authors find wage growth for men in states with medium level of participation about 3.5 per cent higher than in states with low NREGS participation. In states with higher participation, wage growth is about seven per cent higher. The authors also argue NREGS has a far greater indirect impact on wages, by "improving the bargaining position of workers".