Skip to main content

Resource saving growth and opportunities for human capital formation

By Arup Mitra*, Marie-Ange Véganzonès-Varoudakis**
A world-wide problem that has posed serious concern is relating to the lack of surge in total factor productivity growth. The countries which are able to sustain high rates of growth or low growth rates at very high levels of per capita income are following the resource intensive path which can have serious repercussions in terms of future availability of resources. Faster economic growth based on total factor productivity growth, on the other hand, implies resource saving approaches being followed. Innovations resulting in technological progress, and better utilisation of the new technology are the key to higher output growth relative to input growth, which is defined as total factor productivity growth (TFPG). In other words, with the same amounts of inputs the obtainability of higher returns is envisaged as TFPG.
The developed countries are not able to experience any major increase in TFPG, while the developing countries are neither able to innovate suitable technology nor utilise the imported technology optimally. The emerging economies are also at a loss though one would have expected a rapid TFPG coming from these countries with possibilities of a rapid expansion in trade. Better competitiveness is expected to result from higher TFPG.
What is the driver of TFPG or resource-saving economic growth? One class of literature argues that the only determinant of long-run rate of growth is technological development or technical progress since the rate of return on capital follows a diminishing pattern. Technical change has been considered as the result of learning-by-doing, where “doing” refers to the process of investment. The link between growth of knowledge and cumulative level of investment has been considered to model the rate of technical change which may contribute to resource saving growth. In this postulation investment is seen as causing changes in the environment which would stimulate learning. On the other hand, the other “knowledge-based” endogenous growth models refer to the imitation model. The imitation model involves costs in transferring knowledge which then contributes to positive long-run growth. Another “knowledge-based” endogenous growth theorist argued that the growth of technological progress of a firm can be a function of the level of resources devoted to research as well as the existing level of knowledge the firm has access to. 
A positive and strong relationship between R&D and the growth in total factor productivity has been noted in this regard. Further, in terms of technology diffusion and growth research noted that a firm with low research and development (R&D) expenditure can draw from the high-tech technology firm without incurring any substantial cost and therefore, the high-tech firms’ innovative efforts may explain other firm’s productivity growth. The channels of diffusion of spillovers which vary considerably may take the following form: intra- and inter-industry relationships, interdependence between public and private sector investment, supplier and purchaser connections, and geographical location, as well as domestic firms and firms in other countries links through international technology market trade and multinational entry. R&D activity is a channel for the diffusion of knowledge on innovative ideas from one firm to another and the increase in productivity growth can be translated to the market value of the firm.
Some of the empirical studies presented evidence to suggest infrastructure— physical, financial and social—as a major determinant of total factor productivity growth. Among the three components social infrastructure is the most important one with an emphasis on human capital (education and health). In fact, human capital investment plays a pivotal role in driving TFP growth. The positive effects of quality change in labour on TFPG due to higher educational level has also been noted for most countries. Many have argued in favour of ICT-led development based on the notion that investments in ICT can accelerate economic growth by enhancing worker productivity and increasing the returns to investment in other capital goods. Labour input can be subdivided into skilled, semi-skilled and unskilled, to measure the achievement of the knowledge-based economy (K-economy) through human capital involved in the sector and evidence shows that contribution of the ICT used in the sector was the highest among all the inputs.
Another strategy which has been deployed by countries to maximise growth is related to higher returns achieved by exploiting the agglomeration economies. Concentration of activities in large urban centres and indivisibilities in investments reduce the cost of operation for each enterprise, resulting in higher levels of productivity. Also, common objectives of firms compel them to cooperate and undertake joint investment for innovative activities. Part of the productivity growth can then be transferred to the workers in terms of higher wages. On the whole, in the globalised era countries have witnessed an increased scale of activities in the large cities as a means of catching up. Consequently, though convergence in growth might have taken place across countries, globalisation has resulted in inter-spatial divergence within a given country. The adversity associated with such divergence cannot be overlooked. Starting from regionalism and ethnic violence to groupism and communalism can be traced to some of this inter-spatial inequality which can threaten the future growth. What strategies must be adopted by countries to reduce the inter-spatial inequality in growth and development is a pertinent question.
Opportunities for human capital formation will have to be provided extensively. In the remote areas and small towns massive investment will have to be made to improve the employability of the work force. This will help create better avenues for growth and employment generation both. Even when people migrate from such areas to the large cities in search of jobs, they will be able to shift with better bargaining power. On the other hand, labour mobility with poor human capital formation only raises the excess supplies of unskilled labour, in the face of which wages remain stagnant. The beneficial effects of agglomeration economies get neutralised and need not be felt on all sections of the workforce, resulting in increased wage inequality and no improvement in living standards of those located at the lower echelons. Thus, even the large cities have been witnessing vast islands of poverty in the midst of prosperity.

*Professor, Institute of Economic Growth, Delhi; **Professor, CERDI, Université Clermont Auvergne (UCA) & CNRS, France

Comments

TRENDING

The soundtrack of resistance: How 'Sada Sada Ya Nabi' is fueling the Iran war

​ By Syed Ali Mujtaba*  ​The Persian track “ Sada Sada Ya Nabi ye ” by Hossein Sotoodeh has taken the world by storm. This viral media has cut across linguistic barriers to achieve cult status, reaching over 10 million views. The electrifying music and passionate rendition by the Iranian singer have resonated across the globe, particularly as the high-intensity military conflict involving Iran entered its second month in March 2026.

Lata Mangeshkar, a Dalit from Devdasi family, 'refused to sing a song' about Ambedkar

By Pramod Ranjan*  An artist is known and respected for her art. But she is equally, or even more so known and respected for her social concerns. An artist's social concerns or in other words, her worldview, give a direction and purpose to her art. History remembers only such artists whose social concerns are deep, reasoned and of durable importance. Lata Mangeshkar (28 September 1929 – 6 February 2022) was a celebrated playback singer of the Hindi film industry. She was the uncrowned queen of Indian music for over seven decades. Her popularity was unmatched. Her songs were heard and admired not only in India but also in Pakistan, Bangladesh and many other South Asian countries. In this article, we will focus on her social concerns. Lata lived for 92 long years. Music ran in her blood. Her father also belonged to the world of music. Her two sisters, Asha Bhonsle and Usha Mangeshkar, are well-known singers. Lata might have been born in Indore but the blood of a famous Devdasi family...

'Batteries now cheap enough for solar to meet India's 90% demand': Expert quotes Ember study

By A Representative   Shankar Sharma, Power & Climate Policy Analyst, has urged India’s top policymakers to reconsider the financial and ecological implications of the country’s energy transition strategy in light of recent global developments. In a letter dated April 10, 2026, addressed to the Union Ministers of Finance, Power, New & Renewable Energy, Environment, Forest & Climate Change, and the Vice Chair of NITI Aayog, with a copy to the Prime Minister, Sharma highlighted concerns over India’s ambitious plans for coal gasification and the Prototype Fast Breeder Reactor (PFBR).

Manufacturing, services: India's low-skill, middle-skill labour remains underemployed

By Francis Kuriakose* The Indian economy was in a state of deceleration well before Covid-19 made its impact in early 2020. This can be inferred from the declining trends of four important macroeconomic variables that indicate the health of the economy in the last quarter of 2019.

Incarceration of Prof Saibaba 'revives' the question: What is crime, who is criminal?

By Kunal Pant* In 2016, a Supreme Court Judge asked the state of Maharashtra, “Do you want to extract a pound of flesh?” The statement was directed against the state for contesting the bail plea of Delhi University Professor GN Saibaba. Saibaba was arrested in 2014, a justification for which was to prevent him from committing what the police called “anti-national activities.”

Food security? Gujarat govt puts more than 5 lakh ration cards in the 'silent' category

By Pankti Jog* A new statistical report uploaded by the Gujarat government on the national food security portal shows that ensuring food security for the marginalized community is still not a priority of the state. The statistical report, uploaded on December 24, highlights many weaknesses in implementing the National Food Security Act (NFSA) in state.

Why Indo-Pak relations have been on 'knife’s edge' , hostilities may remain for long

By Utkarsh Bajpai*  The past few decades have seen strides being made in all aspects of life – from sticks and stones to weaponry. The extreme case of this phenomenon has been nuclear weapons. The menace caused by nuclear weapons in the past is unforgettable. Images of Hiroshima and Nagasaki from 1945 come to mind, after the United States dropped two atomic bombs on the cities.

Subaltern voices go digital: Three Indian projects rewriting history from the ground up

By A Representative   A new wave of digital humanities (DH) work in India is shifting the focus away from university classrooms and English-language scholarship, instead prioritizing multilingual, community-driven archives that amplify subaltern voices . According to a review published in the Journal of Asian Studies , projects such as the People’s Archive of Rural India (PARI), the Oral History Narmada archive , and the Bhasha Research and Publication Centre are redefining how the country remembers its past — often without government funding or institutional support.

Beyond Lata: How Asha Bhosle redefined the female voice with her underrated versatility

By Vidya Bhushan Rawat*  The news of iconic Asha Bhosle’s ‘untimely’ demise has shocked music lovers across the country. Asha Tai was 92 years young. Normally, people celebrate a passing at this age, but Asha Bhosle—much like another legend, Dev Anand—never made us feel she was growing old. She was perhaps the most versatile artist in Bombay cinema. Hailing from a family devoted to music, Asha’s journey to success and fame was not easy. Her elder sister, Lata Mangeshkar, had already become the voice of women in cinema, and most contemporaries like Shamshad Begum, Suraiya, and Noor Jehan had slowly faded into oblivion. Frankly, there was no second or third to Lata Mangeshkar; she became the first—and perhaps the only—choice for music directors and all those who mattered in filmmaking. Asha started her musical journey at age 10 with a Marathi film, but her first break in Hindustani cinema came with the film "Chunariya" (1948). Though she was not the first choice of ...