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Research Article

Climatic shocks and multidimensional energy poverty in Ugandan households: does women empowerment play a moderating role?

, , ORCID Icon, , & ORCID Icon
Pages 103-127 | Received 26 Oct 2022, Accepted 17 Jan 2023, Published online: 23 Feb 2023

Figures & data

Table 1. Dimensions, indicators and deprivation cut-offs for multidimensional energy poverty.

Table 2. Indicators for constructing the women empowerment index.

Figure 1. Composition of women empowerment index.

Figure 1. Composition of women empowerment index.

Figure 2. Incidence of multidimensional energy poverty in Uganda. Source: Authors’ own developed based on 2014, 2016, 2019 and 2020 UNPS data.

Figure 2. Incidence of multidimensional energy poverty in Uganda. Source: Authors’ own developed based on 2014, 2016, 2019 and 2020 UNPS data.

Table 3. Climatic shocks and multidimensional energy poverty – Marginal effects from random effects probit.

Table 4. Robustness check (energy poverty by type of climatic Shock).

Table 5. Moderating effect of women empowerment on climatic shocks and energy poverty.

Table 6. Moderating effect of women empowerment on climatic shocks and multidimensional energy poverty.

Table 7. Women empowerment and multidimensional energy poverty (Lewbel 2SLS Regression).

Table 8. PSM results with different matching methods.

Table 9. The effect of percent deviation in rainfall days on multidimensional energy poverty.

Table 10. Estimated marginal effects on climatic shocks, women empowerment and multidimensional energy poverty using sub-sample analysis.

Table 11. Robustness checks (Alternatives cut-offs for energy poverty).

Table A1. Descriptive statistics.