Fighting TB in India’s Cities

READ THE FULL BLOG BY JISHNU DAS, BENJAMIN DANIELS, ADA KWAN AND MADHUKAR PAI
HEALTH

After an autopsy lasting 200 years scientists concluded that the mummy Irtyersenu, first revealed to London’s Royal Society in 1825, died of tuberculosis (TB) around 600 BCE. Today, TB still causes much suffering and lost productivity around the world, despite the perception of ‘no longer being an issue’ in higher income countries. In 2017, TB affected 10 million people, and killed more people than HIV/AIDS – a total of 1.3 million fatalities worldwide.

India may well be the `epicentre’ of the disease: The country accounted for a quarter of the global TB cases and TB deaths in 2017. Nearly a third of the world’s 3.6 million undiagnosed or unreported cases are thought to live there, and in Mumbai, the first strain of the TB bacteria resistant to all known treatments was reported in 2012.

The good news is that we know how to control the epidemic and bring it close to eradication. Well-executed public health programs that screen potential patients, bring them to treatment quickly, and ensure treatment completion can halt the spread of this ancient scourge. In China, the World Health Organisation estimates that vigorous efforts to bring treatment to those already diagnosed halved the TB prevalence rate of TB from 215 per 100,000 people in 1990 to 108 in 2010.

But India is different. It was long conjectured that, like in China, the majority of TB patients were receiving care in the public sector. But then, in 2016, Nimalan Arinaminpathy and colleagues used an ingenious method to come up with realistic estimate. Based on the sales of anti-TB drugs in the private market, they showed that, in fact, it was the private sector that was treating two-thirds of India’s TB patients.

‘There were 17.793 million patient-months (…) of anti-tuberculosis treatment in the private sector in 2014, twice as many as the public sector. If 40–60% of private-sector tuberculosis diagnoses are correct, and if private-sector tuberculosis treatment lasts on average 2–6 months, this implies that 1.19–5.34 million tuberculosis cases were treated in the private sector in 2014 alone. The midpoint of these ranges yields an estimate of 2.2 million cases, two to three times higher than currently assumed.’

Given that most prior anti-TB programs had been conceived of and delivered in the context of a top-down public healthcare system, how would India manage in this completely differently context?

A new approach to combating TB – with the private sector

In 2014, the Indian RNTCP, Mumbai Corporation and Bihar State government, in partnership with NGOs PATH and World Health Partners, with support from the Bill and Melinda Gates Foundation India, started to work on this difficult challenge. As part of a new program, World Health Partners in Patna and PATH in Mumbai, serving the role of intermediary agencies, implemented Private Provider Interface Agencies that sought to expand the capacity and improve the quality of TB diagnosis, treatment, and care in the private sector. This was not easy.

While prior studies hinted at low knowledge about TB standards in the private sector and long diagnostic delays, there was lack of data on how exactly private practitioners managed TB. What systematic mistakes were providers making? Were there pockets of excellence in these cities? How could outstanding doctors be identified? How do informal and AYUSH providers manage TB?

To help implement this program, our team, we put in place the world’s largest surveillance of TB care quality in those two cities. Instead of focusing on administrative data that has severe limitations in these contexts, we decided to use a gold-standard method of quality measurement for primary care: standardised patients, or SPs. Our methodology was first validated in a pilot study in Delhi, and has been subsequently used for our larger study in India, as well as similar studies in Kenya, China and South Africa.

{A brief interlude. In an SP interaction, a trained professional pretends to be a patient and visits a doctor. The SP presents with a pre-determined set of symptoms, a scripted personal history, and pre-planned responses to common questions. The same SP may present that scenario to hundreds of different doctors during one study. Since those presentations are all identical and researchers know what the SP was presenting with, the quality of care the SP received can be benchmarked to standards of care and accurately compared across providers and across time. Furthermore, since the provider does not know their actions are being recorded, the SP approximates the quality of care delivered to real patients.}

Together with the Institute for Socioeconomic Research on Development and Democracy, we recruited and trained 24 people from the local community, who then took on the tough task of presenting as SPs to multiple providers. After a month-long training process, our brave SPs went on to complete 2,652 interactions at 1,203 health facilities. Because the two organisations in these cities had painstakingly completed street-level listings of healthcare providers, we were able—for the first time—to create representative estimates of quality in 2014-15, just before the programs scaled up for implementation.

Quality in the private sector

Our recently published paper reports the results from our pre-program study in 2014-15, summarising the quality of care delivered by private health care providers in these cities at that time. There were three key features of the ‘market’ for TB care in these cities.

First, patients choosing a health care facility at random would have been treated in a manner consistent with national and international guidelines just 35% of the time. We believe that even this is an overestimate because we did not penalise providers when they also gave patients unnecessary (or even harmful) tests and medications. In fact, most patients also received unnecessary medications, including broad-spectrum antibiotics that may contribute to drug-resistance, or fluoroquinolone antibiotics and steroids which may mask symptoms while the TB infection worsens. The fraction of providers who correctly managed the case without giving unnecessary medicines is a frightening 9%.

But here is the thing. These low numbers are not because `all providers are low quality’ but instead reflect the tremendous quality variation in these cities. Part of this variation is because medical care in these cities is delivered by providers ranging from highly specialised chest specialists and MBBS doctors to those with degrees in Ayurveda, Yoga, Unani, Siddhi and Homeopathy (collectively called AYUSH), as well as providers without any formal qualifications at all. In Mumbai, 50% of providers in program areas were AYUSH; in Patna, 40% had no formal medical training at all. And MBBS providers consistently provided higher quality care, correctly managing 46% of cases compared to 23.5% for AYUSH and informal providers.

But part of this variation is also because, within both groups, there was always some providers who correctly managed every SP and some who got every case wrong. Providers were remarkably consistent — those who managed TB right once got it right again. Those who wrongly gave steroids and antibiotics to TB patients did so repeatedly.

The second feature of the market was therefore the recognition that there were excellent doctors in both cities, but qualifications were only a crude marker of quality.

Third, we are all accustomed to hearing about over-medication among healthcare providers. This is evident in our data, but there are also more nuanced patterns. The good news is that only 3% of our SPs received anti-TB medications without a microbiological test result, and that anti-TB medications were almost exclusively given by providers with the appropriate qualifications. Overuse of anti-TB medication had been a major concern for TB control programs, and we have now been able to show that neither pharmacists nor informal and AYUSH providers abuse anti-TB medications. The bad news is that all types of providers continue to use antibiotics indiscriminately, and more worryingly, some providers prescribe fluoroquinolones and steroids, both of which can mask the symptoms of TB and render diagnosis more difficult.

Scaling up anti-TB programs: A four-fold path to success?

Equipped with this granular description of the health market, the programs in these cities started to scale up in 2014. After 2015, both Mumbai and Patna started to see significant improvements in TB notification rates among private sector providers with greater use of microbiological tests and improved treatment completion rates. We have now begun to analyse new data from the quality of care surveillance conducted after the program was in place (not included in our recent publication). Our preliminary results suggest the program accomplished substantial improvements in how patients were being managed. Although these are early days, the signs are encouraging.

Now, the government, with support from The Global Fund, is expanding this model of private sector engagement to several cities through its Joint Effort for Elimination of Tuberculosis. And it is likely that they will face a comparable situation, with high quality dedicated doctors practicing amidst many indifferent and mediocre providers.

Based on our experience, we propose a strategy called IFMeT that may be key to successful private-public partnerships to fight TB. The four components that comprise IFMeT are Identification, Focusing, MEssaging and Testing.

Identification: Our data show that there are great providers in every city, but there are many providers with doubtful quality. Identifying `champion’ high quality providers early in the program is critical to the success of the program. The SP method is one tool in the arsenal, but care is required to balance anonymity and program success.

Focusing: Quality improvement efforts often work with a large set of providers through trainings and continuing medical education. An alternative to improving average quality is to connect patients with pre-identified top providers and focus investments and training on this small provider group, while leaving lower-volume or lower-quality providers untouched. In both Mumbai and Patna, 20% of providers were responsible for 80% of patient volume initially, suggesting high returns to focused effort. This `provider focusing’ approach massively decreases the scale of the program while retaining virtually all its benefits.

Messaging: The widespread use of unnecessary medicines may be tied to financial incentives. But financial linkages in the private sector are complex, closely guarded and difficult to uncover or build a program around. A better approach is to concentrate in one or two key behaviors. At this point, the indiscriminate use of anti-TB drugs is no longer of paramount concern. Fighting the use of broad-spectrum antibiotics may have to wait. But the use of fluoroquinolones and/or steroids can make TB diagnosis even harder and messaging only on the overuse of fluoroquinolones and steroids can have substantial impact.

Testing: We often assume that the main problem in the private sector is over-testing driven by profit motives. In fact, most providers are getting diagnoses wrong because they don’t test enough. Doctors need to do more X-rays, sputum tests and GeneXpert tests for patients presenting with symptoms consistent with TB, even when the odds of a positive result seem low. We found that when doctors were given better diagnostic information like test results, their decisions were more appropriate, and they gave fewer unnecessary medicines. Encouraging more testing, whether through price reductions for the patient and private laboratories, or communication with the provider is key to success when it comes to TB.

IFMeT, these strategies will take a very large problem without clear boundaries and bring it down to a series of actionable and manageable steps. Granville’s Egyptian mummy suffered many ignominies throughout her history, not the least of which was 200 years of being assigned a wrong cause of death until DNA testing revealed TB to be the culprit. With the resurgence of TB, the rise of drug resistant strains and the fact that this disease, more than any other, lays bare a society’s claims to fairness and equity, we cannot afford such mistakes in diagnosis any longer.

For additional resources: Quality of TB Care (QuTUB) Project https://www.qutubproject.org/

Jishnu Das is a Lead Economist at the World Bank, Washington DC and a visiting Senior Fellow at CPR.

Benjamin Daniels is a researcher at the World Bank, Washington DC.

Ada Kwan is a doctoral candidate at the University of California, Berkeley.

Madhukar Pai is Director of the McGill International TB Centre, Montreal.

Film: ‘Small City Dreaming’, on the working lives of migrants in small cities

BY CENTRE FOR POLICY RESEARCH AND JUST JOBS NETWORK
URBANISATION URBAN ECONOMY URBAN SERVICES

The high-pitched debate about data on employment and job creation in India has only served to highlight that the paucity of quality employment is a serious barrier to economic mobility, especially for young people who are moving off the farm. In order to leverage the oft-discussed demographic dividend, however, policymakers need a clear picture of ‘where’ structural transformation is actually happening.

Through this research project titled ‘The role of small cities in shaping employment outcomes for migrant youth’, the Centre for Policy Research and JustJobs Network draw policy attention to the potential of range of non-metropolitan urban locations, including secondary cities, small towns, densifying and urbanising villages and peri-urban spaces – collectively referred to as small cities – to improve employment opportunities for a vast proportion of young people in emerging economies. Using the cases of two cities each in India and Indonesia, the research project has studied the types of mobilities and migration small cities experience, the labour market experiences of youth in these cities, as well as the governance and planning frameworks that address key issues in economic development, employment and migration. Central to the project are the young men and women that have been the subjects of enquiry: their dreams and aspirations and their strategies for navigating pathways towards economic mobility.

Small City Dreaming is a short documentary film that offers a glimpse into the working lives of young people in small cities in India and Indonesia. It explores the connections between villages and small cities through the work journeys of three characters: Oscar in Kupang, in eastern Indonesia; Bhagchand in Kishangarh, Rajasthan, India; and Latifah in Semarang Regency, Central Java, Indonesia. Seeing the small city through their eyes, we learn that even as many young people in small cities remain stuck in dead-end jobs, others use networks and skills learned in the city to become entrepreneurs. The depictions of the daily lives of Oscar, Bhagchand and Latifah and their articulations of their struggles and dreams are intended to urge audiences to move beyond the dominant uni-dimensional imaginations of village-to-metropolis migrations to explore multiple kinds of migrations and mobilities, often across territorial entities that do not neatly fit into our understanding of the ‘village’ and the ‘city’.

Dr Srinivas Chokkakula appointed as the MoWR Professorial Research Chair, Water Conflicts and Governance

READ THE FULL ANNOUNCEMENT
WATER RESEARCH

Centre for Policy Research (CPR) and the Ministry of Water Resources, River Development & Ganga Rejuvenation (MoWR) have signed an agreement establishing a ‘MoWR Research Chair – Water Conflicts and Governance’ at CPR, with a mandate to pursue independent and evidence-based research to inform policy making, and enabling institutional transformation towards addressing the evolving challenges in India’s water sector.

Dr Srinivas Chokkakula has been appointed as the MoWR Research Chair – Water Conflicts and Governance. Dr Chokkakula is a Fellow at CPR, and has an interdisciplinary training in political geography, planning and engineering.

The Research Chair will pursue a broader research agenda in transboundary water conflicts/cooperation, initially focusing on interstate river water cooperation and disputes resolution targeting policy-relevant research outputs. The Research Chair will also help foster an enduring CPR-CWC (Central Water Commission) collaborative research relationship, beginning with a forum for dialogue on contemporary water sector issues and challenges. The forum will make particular efforts to bring in key stakeholders’ perspectives – of the States and civic society actors – towards better Centre-States and state-society engagement in policy making. The Research Chair is also expected to extend advisory inputs as required by the MoWR and its agencies such as the CWC.

Dr Srinivas Chokkakula’s research and policy interests are primarily in water policy and institutions, focusing on transboundary water conflict/cooperation and governance. His research interests also extend to the broader area of politics of infrastructure development, including inland waterways, smart cities, and rural roads. He currently leads multiple research projects clustered under a TREADs (Transboundary Rivers, Ecologies, and Development studies) programme engaging primarily with interstate (federal) river water governance in India. Chokkakula has written and published widely on the topics, both in academic journals and mainstream outlets, including a recent monograph, ‘Why do interstate water disputes emerge and recur? An anatomy of ambiguities, antagonisms and asymmetries’. His complete bio can be accessed, here.

Draft Anti-Discrimination Bill

WORKSHOP BY CPR
RIGHTS IDENTITY DISCRIMINATION

Listen to audio (above) of the workshop analysing the draft Equality Bill, drafted and presented by Tarunabh Khaitan, which has been designed for NCT-Delhi, but is also adaptable to states or the centre. The draft was updated incorporating suggestions shared during the workshop.
A summary report of the workshop is available here.

For the full draft bills, both for Delhi and other states, and media coverage, please visit the dedicated page here.

Election Adda at CPR: Analysing the 2019 Haryana and Maharashtra Assembly Election Results

FULL VIDEO OF THE DISCUSSION AND CURATED ANALYSIS BY CPR SCHOLARS
POLITICS ELECTION STUDIES

Watch the full video (above) of the CPR Election Adda discussion on ‘Analysing the 2019 Haryana and Maharashtra Assembly Election Results’ featuring Rahul Verma (Fellow, CPR); Supriya Sharma (Executive Editor, Scroll.in); Neelanjan Sircar (Senior Visiting Fellow, CPR and Assistant Professor, Ashoka University); Gilles Verniers (Co-Director of Trivedi Centre for Political Data, Ashoka University); Sheela Bhatt (Senior Editor).

Haryana and Maharashtra went to the polls within six months of a resounding victory for the Bharatiya Janata Party (BJP) in the 2019 Lok Sabha elections. While India is amidst economic slowdown, the popularity of Prime Minister Narendra Modi remains high and has contributed to the BJP’s strong showing in both these states. To understand this phenomenon, the CPR team presented a detailed analysis of the result, which was followed by a wider panel discussion. This panel discussion was supported by Rosa Luxemburg Stiftung – South Asia.

The question and answer session that followed can be accessed here.

Scholars at CPR have closely followed the electoral developments of the Assembly Elections. Read their curated analysis below:

Analysis of the Result:

There is no doubt that the vote was against the ruling establishment by Rahul Verma
Rahul Verma writes in Hindustan Times about factors that have changed the electoral fortunes of the BJP just months after its resounding win in the national elections. He explains that the BJP has a reason to worry, given it lost more in rural areas, failed to sustain a coalition of extremes, and saw a dip in reserved seats. Verma highlights that these election results have given another lease of life to the Opposition parties and the next round of elections in Delhi and Jharkhand will provide an answer to whether these parties are going to build on this opportunity.

Haryana verdict likely to boost regional satraps by Neelanjan Sircar
Neelanjan Sircar writes in Hindustan Times about how the results of the Haryana Assembly elections will embolden regional actors. He points that the BJP has increased its state-wise vote share compared to the last state election, but it has underperformed goals that it set for itself after its triumphant national election performance. More importantly, Sircar highlights that the Jannayak Janta Party seems to be on an ascendant in Haryana politics and its geographic configuration of support, which complements the Congress, and means the BJP requires higher vote shares to win seats in Haryana.

Haryana shows BJP isn’t invincible in assembly polls. But here’s what saves it in the end by Rahul Verma and Pranav Gupta
Rahul Verma and Pranav Gupta write in ThePrint about how the Haryana verdict serves a good reminder that under a slowing economy, parties with formidable state leaders can challenge Modi-Amit Shah’s ambition. They analyse that the results show that while the BJP succeeded in building a meta-narrative around national issues, it remains on the back foot on local issues. Further, caste is no longer an evergreen in Indian election, but springs up more prominently in some elections, depending on many other factors. Lastly, they point that concerns of economic well-being cannot always be trumped by emotive issues of religious nationalism.

Pre-Election Analysis:

BJP frontrunner in Haryana, Maharashtra. But real benefit is in states with strong opposition by Rahul Verma
Rahul Verma and Pranav Gupta write in ThePrint about how the BJP became a dominant party from a marginal player in Haryana and Maharashtra. They point to the role of pre-election coalitions and how the party has successfully mobilised a coalition of non-dominant castes in the states, thus making it a force to be reckoned with. Verma and Gupta also highlight that a weak and divided opposition has played a crucial role in improving the BJP’s fortunes. In conclusion, they write that a victory in Haryana and Maharashtra will not only put the party firmly into the politics of these states, but will also create favourable conditions for it in the upcoming Jharkhand and Delhi elections.

BJP has risen in Maharashtra by dismantling Sharad Pawar’s old empire piece by piece by Rahul Verma
Rahul Verma writes in ThePrint about BJP’s two-pronged strategy to dismantle Sharad Pawar’s empire in order to rise in Maharashtra. He explains that the amendment of the Maharashtra Cooperative Societies Act enabled the BJP to gain control of sugar and milk cooperatives, local bodies, and cooperative banks in rural Maharashtra. Further, the investigation into the financial mismanagement in Maharashtra State Cooperative (MSC) Bank during the previous regime and cases against members of Pawar family and 71 bank directors, created unease among many Congress-NCP politicians who feared a similar hunt-down. The declining value of contesting on the Congress-NCP ticket further added to the anxieties among these politicians and brought many of these local satraps in the BJP-Shiv Sena fold.

Has lack of strong opposition in Maharashtra and Haryana made the elections a no-contest?
Rahul Verma writes in TalkPoint by ThePrint about the reasons for the weakening of the opposition. He highlights that the opposition has not done enough to raise issues, mobilise voters, and enthuse workers on the ground. Further, the projection of the BJP’s national dominance is making the opposition look further disarrayed. Voters also do not perceive the opposition as credible enough. The fragmentation of the opposition has brought down the value of the tickets of these parties. Finally, Verma also points that the BJP has an added advantage of its national leadership.

Neelanjan Sircar writes in TalkPoint by ThePrint highlighting that even though the Haryana and Maharashtra assembly elections might be a no-contest battle for the BJP, we should not extrapolate this electoral environment to future state elections. He points to the results of the 2018 assembly elections in Chhattisgarh, Madhya Pradesh, and Rajasthan that show that Congress’ state units can win elections independently of the party’s fortunes at the national level.

[WATCH]: What do the Maharashtra and Haryana elections have in store?
Rahul Verma appeared on an episode of The Big Picture by Hindustan Times to discuss significance of these assembly elections. He also explained how the BJP has maintained its dominance and what the crisis in the Congress is.

Electoral politics of upper Assam and Barak valley

AN AUDIO RECORDING FROM THE GROUND DISSECTING FIRST PHASE OF THE POLLS
ELECTION STUDIES POLITICS

As upper Assam and Barak valley go to polls in the first phase (April 4) in the state, CPR researchers Bhanu Joshi and Ashish Ranjan unpack the trends; the context; the history; and the factors that matter in the audio recording (above).

Based on their extensive ongoing field work, they analyse what is at stake, and in the (likely) future of the three main parties: the Congress, the Bharatiya Janata Party (BJP), and the Asom Gana Parishad (AGP).

For a full transcript of the audio recording, click here.

Electrifying the National Capital Region

PART 7 OF A BLOG SERIES BY THE CENTRE FOR POLICY RESEARCH (CPR) AND PRAYAS (ENERGY GROUP)
ENERGY RESEARCH

The series is titled ‘Plugging in: Electricity consumption in Indian Homes’.

Managing India’s urban transitions is a significant challenge, one that is further complicated by the need to address their energy implications. This burden is particularly relevant to the National Capital Region (NCR), with Delhi being among the highest residential electricity consuming areas in India. Yet, in spite of the scale of current and future residential electricity use, an understanding of Delhi and the NCR’s household consumption patterns and their drivers is limited. In this post, we examine electricity demand in the NCR, which comprises Delhi, much of Haryana, and parts of Uttar Pradesh and Rajasthan.
The NCR covers approximately 130 cities and towns, a land area of 22,500 square miles, and has an urban population of over 30 million that is growing at about 20% per decade. In order to capture effects that are representative of this large population, we use a detailed sampling method that covers about 5500 households. The sample was portioned with approximately 61% in Delhi, 23% in Uttar Pradesh, 13% in Haryana and 3% in Rajasthan. The survey, conducted in 2016-17, is in partnership with the Centre for the Advanced Study of India, University of Pennsylvania. We focus our findings around three questions:

One, how much electricity does the NCR resident consume?
Two, what are the electricity services that households in the NCR most consume?
Three, how is the ownership of cooling appliances changing with increasing incomes and the ability of households to consume more?
How much electricity does the NCR resident consume?

To understand the NCR’s electricity use on a per capita basis, we used the household electricity bill amount, local tariff rates, and the number of people within that household. We compared this number with recent per capita numbers from the literature for Delhi and India (Figure 1). We also compared the estimates with the USA and China to demonstrate the different contexts of developed and developing countries.

Figure 1: Comparisons of annual per capita residential electricity use
Sources: EIA, 2017; US census bureau, 2017; NBSC, 2017; Niti Aayog, 2017; NCR survey, 2017.
In per capita terms, the US’s per capita residential electricity use is about 25 times that of India’s, and China’s is about three times that of India. Within India, the residential electricity use per person, based on the survey, is broadly consistent with the statistics on Delhi from other sources, suggesting that Delhi is the driver of the NCR’s energy use. The India average, on the other hand, is 3.5 times lower than the NCR number. In purely electricity terms, the NCR resident is the highest consuming in the country – a level that is continuing to rise. As incomes rise across other urban areas, it is likely that they will follow the NCR’s current pattern of high consumption.

What drives the NCR’s high energy use?

To understand the NCR’s high energy use, we examine the energy services sought in the region by assessing the appliances owned by its households (Figure 2).

Figure 2: Appliances penetration rate in the NCR
Source: Electrifying the National Capital Region. Khosla and Sircar (in preparation).
Figure 2 shows that almost every NCR house has a fan, closely followed by a TV. TVs are more ubiquitous than coolers and fridges, in spite of the hot and dry climate and peak summer temperatures of the region. This result aligns with the literature that over the past few decades, TV viewing has become the most important leisure and entertainment activity for middle class families. Washing machines and water purifiers form the next set of appliances used. And while not represented graphically, the data shows that 63% of households in the NCR have a scooter while a smaller 17% have a car.

We contextualise and validate the results in Figure 2 by looking at similar appliance penetration numbers from other studies conducted for the Delhi (not NCR) region (Figure 3).

Figure 3: Comparison of appliance ownerships results for Delhi from different studies
Source: Electrifying the National Capital Region. Khosla and Sircar (in preparation).
Figure 3 is based on three studies from the literature with data collected in 2011, and on the Delhi component (only) of the NCR survey which was undertaken in 2016-17. The Delhi component of the NCR survey consistently shows the largest penetration rates of the appliances (with a small exception for fans), with dramatic differences for fridges and ACs (air conditioners). It is likely that the NCR survey is capturing the rising appliance ownership within the last five years, compared to the earlier studies.

Changing nature of appliance use

As households transition towards higher levels of income, which appliances do they buy first? We apply this question to cooling appliances, which are among the most energy-intensive.

We examine the changing nature of cooling appliance ownership by developing an asset index, which maps appliance ownership with a household’s overall assets or ability to consume. Figure 3 shows the ownership of at least one cooling device per household, ranging from a fan, cooler, and air conditioner, as per the asset index. As seen in Figure 3, almost every home in the NCR, irrespective of where it ranks on the asset index, owns a fan. The most prevalent cooling device, after a fan, is cooler, which households start acquiring as they enter the 4th decile. By contrast, only the top decile (at most) have an air conditioner.

Figure 4: Cooling appliance ownership patterns as a function of the asset index
Source: Electrifying the National Capital Region. Khosla and Sircar (in preparation).
The implications of these cooling appliance ownership patterns could be the most significant in determining the trajectory of the NCR’s, and by analogy other Indian cities’, energy use. Literature and market studies predict that India is at the cusp of an exponential growth in the AC market, and as income levels rise, the AC curve will likely mirror the current cooler curve. The impact on households of this AC penetration will be two-fold: access to cooler indoor environments as the probability of extreme temperatures rises, but also a marked increase in the household electricity bill. Furthermore, the systemic effects of increased electricity demand and greenhouse gas emissions from AC use are predicated to be dramatic.

The yet-to-be invested in cooling appliances, perhaps counterintuitively, offer a potential advantage. Since most energy-intensive purchasing decisions are yet to be made, there is occasion to still shape electricity-consuming preferences and practices. Once invested in, these consumption patterns are difficult to reverse. The current ability of households to pick energy efficient appliances (especially air conditioners), and shape infrastructure that increase thermal comfort without spiking the electricity bill, is a distinctive window to choose alternative pathways. The usefulness of this opportunity, however, will depend on the early decisions that policymakers, industry and households make. In the next, penultimate, post of this series, we​ ​explore​​ broader usage patterns of appliances across India​.

This piece is authored by Radhika Khosla at the Centre for Policy Research, New Delhi.

This blog series is also available on the Prayas website here.

To subscribe to email updates on the series, click here.

Other posts in this series:

Electricity Consumption in Indian Homes
Trends in India’s Residential Electricity Consumption
India’s LED Lighting Story
Illuminating Affordable Homes
The Efficiency of Appliances
Appliances used in Affordable Housing
Exploring the different uses of household appliances
Role of human behaviour in driving electricity use

Emerging Forms of Hybrid Energy Systems in Cities of the Global South

FULL VIDEO OF ROUND TABLE ORGANISED BY CPR, THE CENTRE FOR INTERNATIONAL STUDIES, SCIENCES PO PARIS AND THE AGENCE FRANÇAISE DE DÉVELOPPEMENT
ENERGY RESEARCH

Watch the full video (above) of the first session on ‘Electric Hybrids and Bottom up Approach’ featuring Eric Verdeil, Rémi de Bercegol and Marie-Hélène Zérah, as part of the round table on ‘Emerging Forms of Hybrid Energy Systems in Cities of the Global South’.

Cities in the developing and emerging countries experience many problems of electricity supply, including lack of access for all as well as irregular and load quality issues, which conventional responses such as solely extending the grid cannot fix. Therefore, collective and individual alternatives such as decentralised and hybrid systems evolve. The co-evolutions of local electricity supply systems and urban change create new modalities of supply made up of actors, technical objects, institutions, economic interests, social practices and representations. These forms of supply go beyond the traditional publicly provided services or innovative socio-technical solutions.

Various configurations of hybridisation can emerge ranging from more or less isolated (batteries, inverters, micro-networks) or interconnected solutions (smart grid systems for instance) that have operational and regulatory impacts. It then becomes important to focus future research on the under-studied mutations of these arrangements in urban and urbanising spaces and to evaluate their impact on the future of broader national electricity systems.

The second session on ‘Stakeholder Dialogue on Energy Transition and Indian Cities’ featuring Ankit Bhardwaj, Gaurang Sethi, Santosh Kumar Thakur and Augustin Delisle can be accessed here.

Emerging Infectious Diseases in a City: Dengue and Chikungunya in Delhi

FULL VIDEO OF TALK
HEALTH

Watch the full video (above) of a talk by Olivier Telle, a Senior Visiting Fellow at CPR, on Emerging Infectious Diseases in a City: Dengue and Chikungunya in Delhi, delivered at the National Institute of Public Finance and Policy (NIPFP), New Delhi.

Employment U-turn: Rural India is India’s main employer

The recently released periodic labour force survey (PLFS) for 2019-20 brings to the fore a worrying truth about the Indian economy – an increasing trend in the number of people employed in agriculture. Worryingly the share of workers employed in manufacturing, construction and even some services contracted.

The latest PLFS data suggests that rather induce a transition out of agriculture in to manufacturing, the typical pathway to structural transformation and a process that was all too slow in India to begin with, the Indian economy is now restructuring such that agriculture is emerging as the primary driver of job growth. To put this in perspective, consider the following: Between 2018-2020, India’s total employed labour force went up from 380.57 million in 2018-19 to 426.75 million in 2019-20. Of this, an additional 46.18 million jobs, as many as 32.72 million or 70.9% were created in agriculture. The number of manufacturing and construction workers increased by a mere 1.65 million and 3.58 million, respectively, in 2019-20. What does this mean for the future of agriculture and the economy more broadly?

Unpacking trends

Consider the following facts.

First, labour force participation rate or LFPR. This is defined as the ratio of the country’s labour force, whether employed or unemployed, to its total population. As Chart 1 reveals there has been a significant increase in the LFPR, from 36.9% in 2017-18 and 37.5% in 2018-19 to 40.1% in the 2019-20 PLFS. However, this jump is perceptibly higher for rural than urban India.

Note: Rates are based on usual (principal+subsidiary) economic status during the preceding 365-days reference period.

Second worker population ratio or WPR. This is the percentage of the country’s population that is actually employed. The WPR, too, has gone up significantly in 2019-20; again this is on account of rising employment in rural India.

Note: Rates are based on usual (principal+subsidiary) economic status during the preceding 365-days reference period.

With the percentage of employed persons in the population rising, it is natural to also expect a corresponding drop in the ratio of those unemployed. The unemployment rate is defined as the percentage of persons in the country’s labour force that are unemployed (the total labour force, we saw, includes those who are both employed and unemployed). The chart below shows a sharp one percentage point dip in the unemployment rate in 2019-20. Once again, it is rural that has registered a bigger fall than urban.

Note: Rates are based on usual (principal+subsidiary) economic status during the preceding 365-days reference period.

With rural India emerging as the primary location for job creation, it is inevitable that agriculture is the primary driver. This is visible in the table below which highlights the distribution of workers or employed persons by broad industry/ sector.

Percentage distribution of employed workers

2017-18 2018-19 2019-20
Agriculture 44.1 42.5 45.6
Manufacturing 12.1 12.1 11.2
Construction 11.7 12.1 11.6
Mining & quarrying 0.4 0.4 0.3
Electricity, water, etc 0.6 0.6 0.6
Trade, hotels & restaurants 12.0 12.6 13.2
Transport* 5.9 5.9 5.6
Other services 13.2 13.8 11.9
TOTAL 100.0 100.0 100.0

Note: Employment is based on usual (principal+subsidiary) economic status during the preceding 365-days reference period; *Includes storage & communications.

It can be seen that the share of workers employed in the agricultural sector has risen to 45.6% in 2019-20, from 42.5% and 44.1% for the preceding two PLFS years. This has been accompanied by the declining percentages of those engaged in manufacturing, construction and most services, barring trade, hotels & restaurants. Importantly, while the country’s rural employed workforce expanded by 35.82 million in 2019-20, over 89% of it was because of agriculture.

Is this trend of rising employment in agriculture reflective of a genuine rural resurgence and is this trend good for the Indian economy?

Through 2019-20, as the Indian economy decelerated, agriculture provided resilient. Agricultural growth stood at 4.3% in 2019-20, which not only surpassed that of overall gross value added (4.1%), but even manufacturing (minus 2.4%) and construction (1%).

One shouldn’t be surprised to see these results being replicated in the next PLFS for 2020-21 as well. Agriculture, we know, was the only sector that grew (by 3.6%) amidst an overall economic contraction (of 6.2%) in 2020-21. There were three main reasons for that – a good monsoon (both 2019 and 2020 were surplus rainfall years), farm-related activities being exempted from lockdown restrictions and stepped-up government procurement of produce. For a more detailed background on this, see our previous note (https://cprindia.org/news/9808).

The questions that really need to be asked is: Can agriculture continue to be the economy’s primary growth driver and job generator and how desirable is this for the rural economy?

The previous Employment and Unemployment Surveys of the National Sample Survey Office (the NSO’s earlier avatar) had shown India’s industry and services sectors to have added about 52 million jobs between 2004-05 and 2011-12. Of that, 25 million was in construction alone, with manufacturing (6 million) and other services (21 million) adding the rest. The 52 million-odd additional employment opportunities helped in pulling away some 37 million Indians from farms. And that, in turn, drove up rural wages, both in nominal and real terms (see chart below).

Note: Nominal wages are simple arithmetic all-India average for rural male labourers across 25 agricultural and non-agricultural occupations; for real wages, the Consumer Price Index for Rural Labourers has been used.

Source: Labour Bureau.

We will, in a subsequent note, be pointing out how the growth in non-farm incomes (including in rural areas) from roughly the mid-2000s till around 2013-14 actually gave a huge boost to Indian agriculture. Not only did it generate more demand for farm produce, but also stimulated diet and cropping diversification. Agriculture’s own cause was enabled by the growth of employment and income opportunities outside of agriculture.

The reversal in India’s structural transformation back toward agriculture is undoubtedly an indicator of deep distress in the Indian economy and a fall back to subsistence employment. The policy implications in the short term are significant. Enhanced safety nets through PM-KISAN and MGNREGA, which allows work on farm land for small and marginal farmers, will be critical investments needed to ensure that incomes are protected and basic needs are met. However, without firing other cylinders of the economy, in the long term, the costs of this reversal in India’s structural transformation will be heavy. Any discussion on a post COVID 19 economic revival has to recognize the limits of a growth model where agriculture is re-emerging as the primary employer.

This note, part of the Understanding the Rural Economy series by CPR, has been authored by Harish Damodaran and Yamini Aiyar, with research support from Ragini Rao Munjuluri and Samridhi Agarwal.

Find all previous notes as part of the series here: