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.

Kolkata dialogue flags policy and finance deficit in wetland sustainability

By A Representative   Wetlands were the focus of India–Germany climate talks in Kolkata, where experts from government, business, and civil society stressed both their ecological importance and the urgent need for stronger conservation frameworks. 

'Fraudulent': Ex-civil servants urge President to halt Odisha tribal land dispossession

By A Representative   A collective of 81 retired civil servants from the Constitutional Conduct Group has written to the President of India expressing alarm over what they describe as the wrongful dispossession of tribal lands in Odisha’s Rayagada district. The letter, dated April 19, 2026, highlights violent clashes in Kantamal village where police personnel reportedly injured over 70 tribal residents attempting to protect their community rights. 

Dhandhuka violence: Gujarat minority group seeks judicial action, cites targeted arson

By A Representative   The Minority Coordination Committee (MCC) Gujarat has written to the Director General of Police seeking judicial action in connection with recent violence in Dhandhuka town of Ahmedabad district, alleging targeted attacks on properties belonging to members of the Muslim community following a fatal altercation between two bike riders on April 18.

Maoist activity in India: Weakening structures, 'shifts' in leadership, strategy and ideology

By Harsh Thakor*  Recent statements by government representatives have suggested that Maoism in India has been effectively eliminated, citing the weakening of central leadership and intensified security operations. These claims follow sustained counterinsurgency efforts across key regions, including central and eastern India. However, available information from security agencies and independent observers indicates that while the organizational structure of the CPI (Maoist) has been significantly disrupted, elements of the movement remain active. Reports acknowledge the continued presence of cadres in certain forested regions such as Bastar and parts of Dandakaranya, alongside smaller, decentralized units adapting their operational strategies.

Why link women’s reservation to delimitation? The unspoken political calculus

By Vikas Meshram*  April 16, 2026, is likely to be recorded as a special day in the history of Indian democracy. In a three-day special session of Parliament, the central government is set to introduce a comprehensive package of three historic bills: the Constitution (131st Amendment) Bill, 2026; the Delimitation Bill, 2026; and the Union Territories Laws (Amendment) Bill, 2026. The stated purpose of all three is the same: to implement the Nari Shakti Vandan Adhiniyam (106th Constitutional Amendment) passed in 2023. However, the political intent concealed behind these measures — and their impact on the federal balance — is far more profound. It is absolutely essential to understand this.

From Manesar to Noida: Workers take to streets for bread, media looks away

By Sunil Kumar*   Across several states in India, a workers’ movement is gathering momentum. This is not a movement born of luxury or ambition, nor a demand for power-sharing within the state. At its core lies a stark and basic plea: the right to survive with dignity—adequate food, and wages sufficient to afford it.

Midnight weeping: The sociology of tragic vision in Badri Narayan’s poetry

By Ravi Ranjan*  Badri Narayan, a distinguished Hindi poet and social scientist, occupies a unique position in contemporary Indian intellectual life by bridging the worlds of creative literature and critical social inquiry. His poetic journey began significantly with the 1993 collection 'Saca Sune Hue Kaï Dina Hue' (Truth Heard Many Days Ago). As a social historian and cultural anthropologist, Narayan pioneered a methodological shift away from elite archives toward the oral traditions and folk myths of marginalized communities. He eventually legitimized "folk-ethnography" as a rigorous academic discipline during his tenure as Director of the G.B. Pant Social Science Institute.  

Catholic union opposes FCRA amendments, warns of threat to Church institutions

By A Representative   The All India Catholic Union (AICU) has raised serious concerns over what it describes as growing threats to religious freedom, minority rights, and constitutional safeguards in India, warning that recent policy and legislative trends could undermine the country’s secular and federal framework.