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This study aims to examine the relationship between electricity consumption per capita (ELEC) and real per capita income (Y), as the direction of causation of this relationship remains controversial in the existing literature. It also seeks to explore the relationship between energy consumption per capita (ENC) and real per capita income, over a 34‐year period (between 1975 and 2009).

The study uses Johansen cointegration technique to determine the short‐ and long‐run relationship between the variables. The authors also utilize Granger causality test to determine the causal relationship between the selected variables.

The study provides evidence of bi‐directional causality between the electricity consumption per capita and real per capita income on one hand; and energy consumption per capita and real per capita income on the other hand as the direction of causality has significant policy implications.

This study does not include all dimensions of the energy growth, but is limited to the three variables which the authors consider to be critical to economic development, including energy consumption, electricity consumption and economic growth.

The study uses a sophisticated econometric technique with additional tests of forecasting framework to examine the effect of energy demand on economic growth over a period of the next ten years, i.e. 2010‐2019, in the context of Pakistan. The impulse response describes the reaction of the system as a function of independent variable that parameterizes the dynamic behavior of the system.

The purpose of this paper is to provide an overview of gender and social inequality in the agricultural sector of South Asia with a focus on wheat as a major staple crop, which underpins the breadbasket of the Indo-Gangetic Plains (IGP). It provides new insights, as examined through a climate justice lens, into the status of women and socially excluded groups in the region and, based on this, calls for re-thinking both politically and practically on how to shape future initiatives to be more gender and socially inclusive, thereby supporting the rights of the neediest.

An overview of research and evidence is conducted on how gender and social inequality is currently being addressed in the agricultural sector through an analysis of peer reviewed and grey literature. This is followed by a synthesis which is presented as directions and recommendations for future initiatives developed through a climate justice lens.

Gender and social inequality issues are rife across the IGP. This may be for many reasons including poor targeting, little capacity, lack of strategic positioning in programme and project design – all of which have enormous implications for the poorest and most marginalised communities and, especially, women. The need to conduct more gender-inclusive and socially inclusive research to enhance gender equity and equal opportunities for women and men is highlighted. The need to include a human rights-based approach to safeguarding the rights of the most vulnerable affected by climate change is indicated through the gender analysis; the finding provides some guiding principles in moving towards the new 2015 climate agreement and Post 2015 Development Goals.

The results provide a foundation which stimulates thinking around climate justice, and the contribution this approach can make to better inform future agricultural initiatives/policies to be more gender-inclusive and socially inclusive.