An energy-based macroeconomic model validated by global historical series since 1820
Graphical abstract
Introduction
Energy resources are essential to provide wealth and quality of life to human societies(Cleveland et al., 1984; Smil, 2017). Any economic process consumes energy, i.e. turns energy from a valuable, low-entropy form into a high-entropy, waste form(Cleveland et al., 1984). Nowadays, fossil carbon sources still provide about 85% of primary energy consumption (PEC). Thus, the energy sector remains the principal contributor to climate change through carbon dioxide (CO2) emissions, as identified since the 1970s(Keeling, 1970; Sawyer, 1972). Replacing CO2 emitting technologies by carbon neutral solutions is now an urgent goal. New renewable energy technologies (photovoltaic panels, wind turbines) that have been deployed for decades, have only recently become competitive with fossil fuels in several sectors: electricity(Kos et al., 2018), urban mobility, thermal management of well-insulated buildings, to name a few. Additional technologies in other services, notably chemical production from non-fossil resources like atmospheric CO2,(Kätelhön et al., 2019) justify strong incentive programs to spread low-emission energies(The European Green Deal, 2019). Despite propositions for all-out deployment of fossil-free sources(Jacobson et al., 2017; Hansen et al., 2019) that will be crucial to our future wealth and wellbeing, these technologies still only represent a modest piece of the energy pie(BP Statistical Review of World Energy 2020, 2020). To overcome this worrying gap, a thorough understanding of the reliance of the global economy on energy is a clear research objective. Currently, the macroeconomic field is lacking a universally accepted model that would give energy its proper share as a systemic input. Scenarios such as those reviewed by the Intergovernmental Panel on Climate Change(Masson-Delmotte et al., 2018) are based on “integrated assessment models” where energy is a mere sector of the economy, no larger than its nominal cost share (5 to 10%). Common economic textbooks(Aghion and Howitt, 2008; Jones and Vollrath, 2013; Romer, 2012) generally script capital and labor as the two key factors of production, with a correction factor (residual in the neoclassical Solow model(Aghion and Howitt, 2008; Jones and Vollrath, 2013; Romer, 2012)) accounting for the positive effect of knowledge development. Based on national accounting (USA, Japan, Germany etc.…) indicating that energy consumption is as important as physical capital for production(Kümmel et al., 1985; Kahraman and Giraud, 2014), ecological and biophysical economists have long criticized(Ayres and Miller, 1980; Kümmel, 1982) the negligible role given to energy. Knowing this, macroeconomic models for the energy transition should cease to ignore the systemic role of energy embodied in capital and labor, as repeatedly demonstrated(Costanza, 1980; Stern, 1993; Ayres and Warr, 2010; Keen et al., 2019; Ayres and Voudouris, 2014; Voudouris et al., 2015).
In this paper we present a simple, energy-based macroeconomic model to study the world economy, as an essential step to unravel the economy-environment nexus. Inspired by ecological economics(Cleveland et al., 1984; Ayres and Miller, 1980; Kümmel, 1982; Costanza, 1980; Stern, 1993; Ayres and Warr, 2010; Keen et al., 2019; Ayres and Voudouris, 2014; Voudouris et al., 2015) and neoclassical macroeconomics(Aghion and Howitt, 2008; Jones and Vollrath, 2013; Romer, 2012), this model aims to reconcile both schools. Since the subject of an energy-GDP relation has been treated by many in the last decades, we will start in Section 2 with a review of the literature from which a few teachings and issues emerge. This section will remain short because no previous works used a physical approach like ours that encompasses the subject simultaneously on a worldwide basis and on a long time scale of two centuries. We will then briefly present the data in Section 3 (with a longer discussion given in Appendix A). In Section 4, the model will be described and applied to the data; its significance will be discussed and perspectives will be drawn as to its usefulness in Section 5.
Section snippets
A short review of a large literature corpus on the energy-GDP relation
Our endeavor benefits from the recent availability of global estimates that can be used to establish a deep underlying relationship between GDP and PEC (primary energy consumption). With its wide geographical and historical spirit, our approach complements previous works(Kümmel et al., 1985; Kahraman and Giraud, 2014; Ayres and Miller, 1980; Kümmel, 1982; Costanza, 1980; Stern, 1993; Ayres and Warr, 2010; Keen et al., 2019; Ayres and Voudouris, 2014; Voudouris et al., 2015) that established the
A new assessment of global production and energy data
The characteristic time scale of the aggregated world economy is of the order of decades: thus, its understanding can only rest on long-run observations, spanning centuries, as done for the climate system itself. Prompted by the current climate crisis and the emerging Anthropocene concept, developing and probing a new macroeconomic model makes sense especially in light of the recent availability of thorough, painstaking data collections and authoritative analyses of energy consumption(Malanima,
Epoch 1 (1820–1920): Reassessment of production factors
The regular, linear relation observed in epoch 1 is interpreted using rather standard macroeconomic growth modeling(Aghion and Howitt, 2008; Jones and Vollrath, 2013; Romer, 2012). Y is described by an aggregate production function Y = f(K, H, L) which a priori depends on physical capital K, human capital(Mankiw et al., 1992) H and labor L, L being the number of workers, usually identified with the population number when specific data are missing, as in our case. As introduced in appendix B, and
Conclusion and perspectives
To summarize our findings, we want to stress the two main contributions contained in this paper. First of all, based on the study of long term series of GDP and PEC, we propose to consider three major production factors at a global level, namely PEC E, Human capital H and Physical capital K. The traditional factor of Labor does not appear, being absorbed partly in PEC for its brute force component and in H for the skilled labor part. The observed proportionality of GDP and PEC during epoch 1,
Data and materials availability
All data are publicly available as detailed in appendix A.
Declaration of Competing Interest
None.
Acknowledgments
We thank Bérengère Dubrulle, Carina Faber, François Graner, Roland Lehoucq, Sawako Nakamae, Alistair Rowe for useful suggestions on the manuscript, and Robert Ayres for helpful comments. Both authors acknowledge the seminal role of Luc Valentin in prompting their collaboration.
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