## 1.    Good Practices to Support Formalization

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---

### Introduction and key messages
- Firm growth in Zambia has been slow, limiting job creation and productivity gains.
- Enterprise Survey data show stagnant median sales growth during 2007–13, followed by widespread declines in 2013–19.
- Sluggish firm expansion has constrained structural transformation; much of the labor force remains in low-productivity informal work while the economy remains heavily reliant on mining.
- The paper focuses on three consistently cited, binding constraints to firm growth: limited access to finance, unreliable electricity, and competition from informal firms. Empirical analysis links these constraints to weaker firm performance and low new business formation.

- Major summary statistics and indicators:
  - 76 percent of the workforce is employed in the informal economy (Zambia Labor Force Survey 2023).
  - Informal sector accounts for about 40 percent of GDP (Elgin et al., 2021).
  - Zambia registers about 1.6 new formal businesses per 1,000 working-age adults annually.

### Firm landscape
- Dual structure: a small number of large firms (mining, finance, telecommunications) coexist with a vast number of micro and informal enterprises; formal SMEs are relatively scarce.
- Informality is both a consequence and a cause of limited formal sector development: regulatory barriers, high compliance costs, and prevalence of informal competitors discourage formal expansion.

### Constraints to firm growth (survey evidence and cross-country comparisons)
- Top constraints reported by firms (World Bank Enterprise Surveys 2007, 2013, 2019):
  - Access to finance: 28.5 percent of firms cited finance as the biggest obstacle in 2019 (up from 18.1 percent in 2007).
  - Electricity constraints: 25.8 percent of firms cited electricity in 2019.
  - Informal competition: 12.8 percent cited informal competition in 2019 (down from 22.6 percent in 2013).
- Zambia vs peers (2019):
  - Share citing finance as top constraint: Zambia 28.5 percent; Sub-Saharan Africa 23.2 percent; lower-middle-income countries 15.6 percent.
  - Share citing electricity as top constraint: Zambia 25.8 percent; Sub-Saharan Africa 12.7 percent.
  - Share citing informal competition as top constraint: Zambia 12.8 percent; Sub-Saharan Africa 10.4 percent.

- Access to finance details:
  - Nearly all formal firms have a bank account, but only about 10 percent have a bank loan or line of credit (World Bank, 2020).
  - Sub-Saharan Africa average for firms with a loan/line of credit: around 20 percent; lower-middle-income average: 26 percent.
  - 69.3 percent of Zambian business owners relied on personal funds to start their businesses (2022 MSME Finance Survey).
  - 3.3 percent accessed formal external sources such as commercial banks, microfinance institutions, or government programs (2022 MSME Finance Survey).
  - Average retail lending rate of about 28 percent in 2024.
  - Persistent barriers: high interest rates, strict collateral requirements, underdeveloped credit information systems, weak creditor rights.

- Electricity supply details:
  - 87 percent of firms reported experiencing power outages (2019 Enterprise Survey).
  - Firms reported averaging 13 outages per month (Zambia) versus regional average of 8.6 outages per month (Sub-Saharan Africa).
  - Frequent outages force reliance on expensive generators or cause productivity losses; inadequate infrastructure deters expansion, particularly in energy-intensive sectors.

- Informality details:
  - High prevalence distorts competition; formal firms face disadvantages versus informal firms that avoid taxes and regulations.
  - Senior managers in Zambia report spending more time on regulatory compliance than counterparts in peer countries (World Bank, 2024).
  - Reforms undertaken include the national e-Registry of licenses and risk-based regulation frameworks, but further streamlining and predictable enforcement are needed.

### Empirical findings (firm-level fixed-effects panel estimates on real sales growth)
- Regression framework: firm-level panel fixed-effects estimates controlling for time, firm, sector, and location effects. Results indicate statistically significant and economically meaningful effects for finance access, electricity reliability, and informality.

- Access to credit:
  - Firms with access to an overdraft facility grew on average 4.4447 percentage points faster in annual real sales compared to those without.
  - Coefficient: 4.4447; standard error: 1.6986; significance: ** (p<0.05).

- Finance constraint:
  - Firms reporting finance as a major constraint experienced -8.1283 percentage points lower growth per year.
  - Coefficient: -8.1283; standard error: 0.9757; significance: *** (p<0.01).

- Electricity (power outages):
  - Each additional outage per month is associated with a -0.1837 percentage point decline in annual real sales growth.
  - Coefficient: -0.1837; standard error: 0.0635; significance: *** (p<0.01).
  - In specifications with other constraints, coefficient on outages: -0.1335; standard error: 0.0618; significance: ** (p<0.05).

- Informal competition:
  - Firms identifying informal competitors as a major constraint grew on average -3.6575 percentage points slower.
  - Coefficient: -3.6575; standard error: 1.2518; significance: *** (p<0.01).
  - In full model specifications informality coefficient: -2.3703; standard error: 1.1900; significance: * (p<0.1).

- Model statistics (selected):
  - Observations: 8686.
  - R-squared values reported: 0.4899; 0.4643; 0.3235; 0.6190 across reported columns.
  - Fixed effects included (FE Yes).

### Formal business density and new firm entry
- Total business density in Zambia: about 18 registered firms per 1,000 working-age adults.
- Comparators:
  - Lower-middle-income group: roughly 12 registered firms per 1,000 working-age adults.
  - Upper-middle-income countries: 60 registered firms per 1,000 working-age adults.
  - High-income countries: 74 registered firms per 1,000 working-age adults.
- Implication: Zambia’s formal private sector is small and slow to renew; new firm entry is particularly weak relative to higher-income comparators.

### Role of new firms for jobs and dynamism
- Evidence: young firms—not necessarily small ones—are responsible for most net job creation (Haltiwanger, Jarmin, & Miranda, 2013).
- Policy emphasis: expanding the flow of new, growth-oriented firms is vital for diversification and inclusive employment in Zambia.

### Barriers to entrepreneurship and entry
- Regulatory/administrative barriers:
  - Entry barriers suppress formal entrepreneurship through increased cost and uncertainty.
  - Progress noted in digitizing registration (GSMA, 2024), but further simplification is needed.
- Access to finance:
  - Many entrepreneurs lack collateral, credit histories, or tailored financial products, constraining startup capital.
  - Bank of Zambia MSME Finance Survey 2022: most new firms rely on own funds; only a small fraction access formal credit.
  - Recommended actions: expand SME finance initiatives, improve credit infrastructure, promote fintech and leasing solutions.
- Informality:
  - High levels of informality lead firms to avoid taxes/regulation, remain small and unproductive, and be excluded from support.
  - Consequences: reduced firm quality, eroded tax base, distorted competition.
  - Suggested measures: simplify registration and tax procedures, provide targeted support services, digital tools, and balanced enforcement.

### Good practices to support formalization (Box 1 highlights)
- Simplifying registration and compliance (examples cited: Benin “entreprenant”; Cambodia CamDX portal).
- Implementing simplified tax regimes (examples cited: Brazil’s Simples Nacional and IME; Mexico’s Régimen de Incorporación Fiscal).
- Leveraging digital tools (examples cited: Nigeria digital tax systems; Indonesia JMP app; Argentina real-time worker registration).
- Providing targeted support (examples cited: Montenegro grants; Indonesia’s APINDO; Mexico’s business chambers).
- Combining enforcement with support (examples cited: Colombia inspections; Nigeria penalties + reduced initial social security contributions).

### Nature of entrepreneurship in Zambia (Box 2 highlights)
- Early-stage entrepreneurial activity: 39 percent of the adult population was engaged in starting or running a new business in 2013 (Global Entrepreneurship Monitor, 2013).
- Characterization:
  - Much activity is necessity-driven rather than opportunity-driven.
  - Entrepreneurial landscape dominated by informal, low-growth microenterprises serving local, subsistence markets.
  - Limited access to finance, business development services, and scale opportunities.
- Firm survival:
  - Established business ownership (firms older than 3.5 years) is less than one-tenth of the early-stage rate.
  - Zambia ranks among the highest globally in business exit rates, indicating weak firm survival and limited transition to maturity.
- Policy implication: Complement entry reforms with targeted support—training, mentorship, and incubators—focused on high-potential sectors such as agribusiness, light manufacturing, and digital services.

### Strengthening firm survival and scale-up
- Many new firms fail early due to weak managerial capacity, limited market access, and vulnerability to shocks.
- Global evidence highlights value of a robust entrepreneurship ecosystem: advisory services, incubators, buyer linkages.
- Recommendation: Strengthen support systems to raise productivity and employment impact of new firms.

### Conclusion and policy implications (firm growth section)
- Core constraints to firm growth: limited access to finance, unreliable electricity supply, and an uneven playing field for formal enterprises.
- Targeted reforms recommended:
  - Deepen credit markets and strengthen financial infrastructure.
  - Invest in power infrastructure.
  - Simplify regulatory processes.
  - Improve access to startup capital and provide tailored support for entrepreneurs.
- Expected outcomes: accelerated structural transformation, higher productivity, more inclusive and resilient economic growth.

---

### Climate vulnerability, emissions, and mitigation commitments (Zambia: Building Resilience to Climate Shocks)

### Climate shocks, fiscal constraints, and emissions profile
- Climate shocks:
  - Growing frequency and severity of floods and droughts; 2023–2024 El Niño triggered prolonged drought, crop failures, energy shortages, and economic disruptions.
  - Vulnerabilities: large agricultural sector (predominantly rain-fed, subsistence), reliance on hydroelectric power.
- Fiscal and implementation constraints:
  - Limited coordination across government levels and absence of robust systems to track climate-related expenditures within the national budget.
  - Mobilizing domestic revenue and external financing is key for adaptation implementation.
- Emissions profile:
  - Zambia’s contribution to global GHG emissions: 0.08 percent (ranked 111th worldwide in 2023).
  - Emissions growth: compound average growth rate of 1.2 percent per year since 1991.
  - Absolute level: GHG emissions doubled since the 1970s, reaching 30 million tons of CO2 equivalent in 2023.
- Sectoral composition of emissions (2023):
  - Agriculture: approximately 38 percent.
  - Industry: approximately 20 percent.
  - Waste management: approximately 17 percent.
  - Power sector: historically minimal due to hydro; commissioning of first MW300 thermal power plant in 2016 added roughly 9 percent to installed generation capacity.
  - Government announced plans to double thermal generation capacity as part of energy security strategy after severe electricity shortages of 2024.
- Mitigation commitments:
  - Updated NDC (submitted 2021): commit to reducing GHG emissions by 25 percent unconditionally, and up to 47 percent with international support by 2030 compared to 2010 level.
  - Mitigation scope broadened to include transport, coal (production, transportation and consumption), and liquid waste alongside sustainable forest management, agriculture, and renewable energy.

### NDC, NAP, and financing needs
- Implementing the NDC is estimated to cost approximately US$17.2 billion —about 65 percent of GDP— across 11 priority sectors.
- The National Adaptation Plan (NAP) provides a long-term roadmap but requires additional resources and enhanced coordination across sectors and government levels to be operational.
- The NDC Implementation Framework (2023–2030) estimates a financing need of $17.2 billion across 11 priority sectors—and targets a 25 percent reduction in greenhouse gas emissions by 2030, conditional on external support.
- The implementation cost of approximately $17.2 billion between 2023 and 2030 represents estimated funding needs of above 8 percent of 2024 GDP, compared with current budgetary environmental spending of less 0.2 percent of GDP.
- International assistance in finance, technology, and capacity-building is identified as crucial to meeting these targets.

### Changes in temperature and rainfall patterns (observed and projected)
- Over the past two decades, average temperatures have risen by 1.3°C.
- Zambia receives between 700 mm and 1,400 mm of annual rainfall, with the ITCZ and ENSO driving increasing unpredictability.
- The ITCZ typically brings 150–300 mm of rain per month from October to April.
- ENSO impacts:
  - El Niño events bring severe drought to southern regions; La Niña episodes can cause excessive rainfall and flooding in northern and central areas.
  - The 2023–2024 El Niño drought affected over 1 million hectares of cropland, depleted water reservoirs, and triggered emergency food assistance for nearly 2.3 million households.
- Projections: depending on global emissions trajectories, Zambia will continue to experience warming of 1.5°C to 3°C by 2050.
- Rainfall variability is expected to intensify, with shorter, more intense rainy seasons and longer dry spells.
- Frequency and intensity of extreme weather events increased: in the decades after 2000, the number of such events exceeded 10, while in the two prior decades there were fewer than 5.

### Impact of natural disasters and disaster risk
- Floods and droughts are the most common and impactful climate-related disasters; localized flooding recurs during the rainy season, while rare large-scale disasters (e.g., the 2024 drought) can disrupt national food security and overwhelm response capacities.
- Policy emphasis: strengthen community-level preparedness, enhance meteorological forecasting capacity, and mainstream climate risk into development planning.

### Agriculture: exposure, productivity trends, and adaptation options
- Agriculture share of GDP: on average 3 percent of GDP in the last decade, but it employes ¼ of the work force.
- Maize dominates production and remains predominantly rainfed; most maize is produced by smallholder farmers using traditional techniques and minimal inputs.
- El Niño events can cause a 30–40% drop in crop yields for staple crops like maize.
- Observed maize productivity trends:
  - Between 2002 and 2020, yields increased from 1.3 metric tons per hectare to 2.1 metric tons per hectare.
  - Area under maize cultivation expanded from 750,000 hectares to 1.7 million hectares.
  - Average yields remain low—currently around 2   metric tons per hectare—well below the global average of 5.5 metric tons.
- Irrigation infrastructure covers less than 6 percent of cultivated land.
- Recommended climate-smart agricultural interventions:
  - Investment in adaptive farming techniques and improved irrigation systems.
  - Adoption and scaling of drought- and flood-resistant seed varieties.
  - Enhanced agricultural extension services, targeted subsidies, coordinated public investment, and improved access to markets and financial services for smallholders.
  - Practices cited: conservation agriculture, agroforestry, crop rotation and diversification, integrated soil fertility management.

### Energy sector impacts and resilience needs
- Zambia generates approximately 80% of its electricity from hydropower (major plants at Lake Kariba and Kafue Gorge).
- Declining water levels during droughts severely curtail generation; at its lowest point, Lake Kariba’s output dropped by 80 percent during the 2023–2024 drought.
- Load-shedding reached up to 20 hours per day in urban centers like Lusaka during that crisis.
- Installed capacity: Zambia currently has over 3,650 MW of installed capacity.
- Government copper production target: 3 million metric tons annually by 2030 — triple current levels.
- Electricity access: only about half of the population has access to electricity.
- Power shortages:
  - In 2015 drought, small businesses experienced a 7.3% drop in turnover due to electricity shortages; many firms used diesel generators, raising operational costs.
  - In the 2024 crisis, ZESCO prioritized power to the mining sector and large manufacturers, leaving small and medium enterprises more exposed.
- Policy priorities to build resilience:
  - Diversify the energy mix (solar, wind, biomass).
  - Expand off-grid solutions in rural and semi-urban areas.
  - Institutional reforms to strengthen energy governance, return ZESCO to financial viability via cost-recovery tariffs, and attract private investment.

### Natural resources, forests, and the charcoal value chain
- Zambia has lost approximately 6 percent of its forest area due to wood fuel use and expansion of cultivated land.
- Wood fuel (charcoal and firewood) is the primary source of energy for over 90 percent of Zambian households.
- Rural households rely more on firewood; urban populations depend more on charcoal.
- Forest and carbon assets:
  - Zambia has 49 million hectares of forest.
  - Zambia contributes 6 percent of Africa’s and 0.7 percent of global carbon credits.

### Institutional progress, carbon market, and implementation challenges
- Institutional and legal milestones:
  - Ministry of Green Economy and Environment (MoGEE) created in 2021.
  - Green Economy and Climate Change Act passed in 2024 (Act No. 18 of 2024); full implementation depends on the issuance of a Statutory Instrument.
  - Frameworks include the National Adaptation Plan (2023), National Policy on Climate Change (2016), National Green Growth Strategy (2024–2030), and other sector policies and strategies.
- Carbon market readiness:
  - Zambia advanced a Carbon Market Framework with guidelines for project development, trading rules, institutional roles, fee structures, and a national carbon registry.
  - In 2024, bilateral agreements were signed with Sweden and Norway to support carbon market infrastructure and mobilize private investment.
- Implementation constraints:
  - Limited technical capacity, overlapping institutional mandates, weak rural outreach, and heavy reliance on donor financing.

### C-PIMA findings, gaps, and recommendations
- C-PIMA (2024) findings:
  - Performed relatively well in climate-aware planning, inter-governmental coordination, and disaster risk management.
  - Weaknesses: project appraisal and selection; tracking and reporting climate-related investments in the budget.
  - Of five C-PIMA pillars, three—climate-aware planning, coordination, and risk management—rated medium; project appraisal and budgeting rated low.
- C-PIMA recommendations:
  - Integrate climate analysis into project appraisals to improve infrastructure resilience.
  - Implement climate budget tagging to enable tracking and prioritization of climate-related investments.
  - Expand climate risk analysis within fiscal risk statements to better anticipate vulnerabilities.
  - Strengthen institutional coordination to align all public sector entities, including SOEs, with national climate goals.

### Infrastructure, PPPs, fiscal risk management, and policy priorities
- Climate risks embedded in long-term infrastructure investments are not systematically addressed.
- Recommendations:
  - Incorporate climate risks into PPP contracts and systems to monitor and report climate-related public spending.
  - Expand coverage of climate risks in the Fiscal Risk Statement and promote insurance schemes in vulnerable sectors.
  - Mobilize international support—climate finance, technology transfer—and enhance domestic revenue mobilization (including environmental taxes).
  - Integrate climate considerations into public investment management and track budgetary spending on climate adaptation.
  - In agriculture: promote drought- and flood-resistant seeds, crop diversification, and expand irrigation.
  - In energy: diversify electricity generation toward renewable sources and promote alternative household fuels to reduce dependence on charcoal and firewood.
  - Improve disaster risk management and early warning systems, enhance institutional and community response capacity, and increase public awareness.
  - Create fiscal buffers, enhance revenue mobilization, and attract a balanced mix of private and public funding for climate adaptation priorities.

- Key compact statistics and observed impacts (selected):
  - US$17.2 billion — estimated NDC implementation cost; also cited as financing need for NDC Implementation Framework (2023–2030).
  - about 65 percent of GDP — share represented by the US$17.2 billion estimate.
  - 1.3°C — temperature rise over past two decades.
  - 700 mm and 1,400 mm — range of annual rainfall.
  - 150–300 mm per month — typical ITCZ monthly rainfall from October to April.
  - over 1 million hectares — cropland affected by the 2023–2024 El Niño drought.
  - nearly 2.3 million households — required emergency food assistance during the 2023–2024 drought.
  - 1.5°C to 3°C by 2050 — projected warming range depending on emissions trajectories.
  - more than 10 vs fewer than 5 — count of extreme weather events in decades after 2000 compared with two prior decades.
  - 3 percent — agriculture’s average share of GDP in the last decade.
  - ¼ — share of the workforce employed in agriculture.
  - 30–40% — typical El Niño-induced drop in crop yields for staples.
  - yields: 1.3 metric tons per hectare (2002) to 2.1 metric tons per hectare (2020).
  - area under maize: 750,000 hectares to 1.7 million hectares.
  - currently around 2   metric tons per hectare — average maize yield cited.
  - 5.5 metric tons — global average maize yield cited.
  - less than 6 percent — irrigation coverage of cultivated land.
  - approximately 80% — share of electricity from hydropower.
  - 80 percent — Lake Kariba output drop at lowest point during 2023–2024 drought.
  - up to 20 hours per day — load-shedding experienced in Lusaka during 2023–2024 drought.
  - over 3,650 MW — Zambia’s installed capacity.
  - 3 million metric tons annually by 2030 — government copper production target.
  - about half — share of the population with electricity access.
  - over 90 percent — households using wood fuel.
  - approximately 6 percent — forest area loss cited.
  - $17.2 billion between 2023 and 2030 — NAP/NDC implementation projection.
  - above 8 percent of 2024 GDP — estimated funding needs share.
  - less 0.2 percent of GDP — current budgetary environmental spending.
  - 49 million hectares — Zambia’s forest area.
  - 6 percent of Africa’s and 0.7 percent of global carbon credits — Zambia’s contribution.

*Source: IMF staff compilation from the provided Zambia country chapter.*

### 1.    Good Practices to Support Formalization  ______________________________________________ 6

### 1.    Good Practices to Support Formalization

### Introduction and key messages
- Firm growth in Zambia has been slow, limiting job creation and productivity gains.  
- Enterprise Survey data show stagnant median sales growth during 2007–13, followed by widespread declines in 2013–19.  
- Sluggish firm expansion has constrained structural transformation; much of the labor force remains in low-productivity informal work while the economy remains heavily reliant on mining.  
- The paper focuses on three consistently cited, binding constraints to firm growth: limited access to finance, unreliable electricity, and competition from informal firms. Empirical analysis links these constraints to weaker firm performance and low new business formation.

*Major summary statistics and indicators*
- 76 percent of the workforce is employed in the informal economy (Zambia Labor Force Survey 2023).  
- Informal sector accounts for about 40 percent of GDP (Elgin et al., 2021).  
- Zambia registers about 1.6 new formal businesses per 1,000 working-age adults annually.

### Firm landscape
- Dual structure: a small number of large firms (mining, finance, telecommunications) coexist with a vast number of micro and informal enterprises; formal SMEs are relatively scarce.  
- Informality is both a consequence and a cause of limited formal sector development: regulatory barriers, high compliance costs, and prevalence of informal competitors discourage formal expansion.

### Constraints to firm growth (survey evidence and cross-country comparisons)
- Top constraints reported by firms (World Bank Enterprise Surveys 2007, 2013, 2019):
  - Access to finance: 28.5 percent of firms cited finance as the biggest obstacle in 2019 (up from 18.1 percent in 2007).  
  - Electricity constraints: 25.8 percent of firms cited electricity in 2019.  
  - Informal competition: 12.8 percent cited informal competition in 2019 (down from 22.6 percent in 2013).
- Zambia vs peers (2019):
  - Share citing finance as top constraint: Zambia 28.5 percent; Sub-Saharan Africa 23.2 percent; lower-middle-income countries 15.6 percent.  
  - Share citing electricity as top constraint: Zambia 25.8 percent; Sub-Saharan Africa 12.7 percent.  
  - Share citing informal competition as top constraint: Zambia 12.8 percent; Sub-Saharan Africa 10.4 percent.

- Access to finance details:
  - Nearly all formal firms have a bank account, but only about 10 percent have a bank loan or line of credit (World Bank, 2020).  
  - Sub-Saharan Africa average for firms with a loan/line of credit: around 20 percent; lower-middle-income average: 26 percent.  
  - 69.3 percent of Zambian business owners relied on personal funds to start their businesses (2022 MSME Finance Survey).  
  - 3.3 percent accessed formal external sources such as commercial banks, microfinance institutions, or government programs (2022 MSME Finance Survey).  
  - Average retail lending rate of about 28 percent in 2024.  
  - Persistent barriers: high interest rates, strict collateral requirements, underdeveloped credit information systems, weak creditor rights.

- Electricity supply details:
  - 87 percent of firms reported experiencing power outages (2019 Enterprise Survey).  
  - Firms reported averaging 13 outages per month (Zambia) versus regional average of 8.6 outages per month (Sub-Saharan Africa).  
  - Frequent outages force reliance on expensive generators or cause productivity losses; inadequate infrastructure deters expansion, particularly in energy-intensive sectors.

- Informality details:
  - High prevalence distorts competition; formal firms face disadvantages versus informal firms that avoid taxes and regulations.  
  - Senior managers in Zambia report spending more time on regulatory compliance than counterparts in peer countries (World Bank, 2024).  
  - Reforms undertaken include the national e-Registry of licenses and risk-based regulation frameworks, but further streamlining and predictable enforcement are needed.

### Empirical findings (fixed-effects panel estimates on firm sales growth)
- Regression framework: firm-level panel fixed-effects estimates using real sales growth, controlling for time, firm, sector, and location effects. Results indicate statistically significant and economically meaningful effects for finance access, electricity reliability, and informality.

- Access to credit:
  - Firms with access to an overdraft facility grew on average 4.4447 percentage points faster in annual real sales compared to those without (column 1 / table).  
  - Coefficient reported in table: 4.4447 with standard error (1.6986); significance ** (p<0.05) in reported table formatting.

- Finance constraint:
  - Firms reporting finance as a major constraint experienced -8.1283 percentage points lower growth per year (table column).  
  - Coefficient reported: -8.1283 with standard error (0.9757); significance *** (p<0.01).

- Electricity (power outages):
  - Each additional outage per month is associated with a -0.1837 percentage point decline in annual real sales growth (table column).  
  - Coefficient reported: -0.1837 with standard error (0.0635); significance *** (p<0.01).  
  - When considered alongside other constraints, coefficient on outages is -0.1335 (standard error 0.0618; ** p<0.05) in one specification.

- Informal competition:
  - Firms identifying informal competitors as a major constraint grew on average -3.6575 percentage points slower (coefficient -3.6575; standard error 1.2518; *** p<0.01).  
  - In full model specifications the informality coefficient is reported as -2.3703 (standard error 1.1900; * p<0.1).

- Model statistics (selected):
  - Observations: 8686 (per reported table).  
  - R-squared values reported: 0.4899; 0.4643; 0.3235; 0.6190 across columns reported in the table.  
  - Fixed effects included (FE Yes).

### Implications and policy directions found in the text
- Tackling the three binding constraints—access to finance, power reliability, and informality—could unlock significant productivity gains and support structural transformation by enabling firm expansion and new business formation.  
- Policy actions referenced in the source text:
  - Financial sector reforms to expand lending to MSMEs: address high interest rates, strict collateral requirements, and underdeveloped credit information systems.  
  - Investments in electricity generation and grid reliability to reduce outages and lower firms’ operational costs.  
  - Continued regulatory simplification and predictable enforcement to encourage formalization (examples in the text: national e-Registry of licenses and risk-based regulation frameworks), with further streamlining needed to reduce compliance costs and discourage informality.

*Source: Extracted from the IMF chapter "Good Practices to Support Formalization" (Zambia: Firm Growth section) in the provided PDF content.*

### 0.9 to 1 for low-income and lower-middle countries, but well below the 5–7 observed in upper-

### 1zmbea2025002-source-pdf - 0.9 to 1 for low-income and lower-middle countries, but well below the 5–7 observed in upper-

### Formal business density and new firm entry
- Total business density in Zambia: about 18 registered firms per 1,000 working-age adults.
- Comparators:
  - Lower-middle-income group: roughly 12 registered firms per 1,000 working-age adults.
  - Upper-middle-income countries: 60 registered firms per 1,000 working-age adults.
  - High-income countries: 74 registered firms per 1,000 working-age adults.
- Implication: Zambia’s formal private sector is small and slow to renew; new firm entry is particularly weak relative to higher-income comparators.

### Role of new firms for jobs and dynamism
- Evidence: Young firms—not necessarily small ones—are responsible for most net job creation (Haltiwanger, Jarmin, & Miranda, 2013).
- Policy emphasis: Expanding the flow of new, growth-oriented firms is vital for diversification and inclusive employment in Zambia.

### Barriers to entrepreneurship and entry
- Regulatory/administrative barriers:
  - Entry barriers suppress formal entrepreneurship through increased cost and uncertainty.
  - Progress noted in digitizing registration (GSMA, 2024), but further simplification is needed.
- Access to finance:
  - Many entrepreneurs lack collateral, credit histories, or tailored financial products, constraining startup capital.
  - Bank of Zambia MSME Finance Survey 2022: most new firms rely on own funds; only a small fraction access formal credit.
  - Recommended actions: expand SME finance initiatives, improve credit infrastructure, promote fintech and leasing solutions.
- Informality:
  - High levels of informality lead firms to avoid taxes/regulation, remain small and unproductive, and be excluded from support.
  - Consequences: reduced firm quality, eroded tax base, distorted competition.
  - Suggested measures: simplify registration and tax procedures, provide targeted support services, digital tools, and balanced enforcement.

### Good practices to support formalization (Box 1)
- Simplifying registration and compliance (examples cited: Benin “entreprenant”; Cambodia CamDX portal).
- Implementing simplified tax regimes (examples cited: Brazil’s Simples Nacional and IME; Mexico’s Régimen de Incorporación Fiscal).
- Leveraging digital tools (examples cited: Nigeria digital tax systems; Indonesia JMP app; Argentina real-time worker registration).
- Providing targeted support (examples cited: Montenegro grants; Indonesia’s APINDO; Mexico’s business chambers).
- Combining enforcement with support (examples cited: Colombia inspections; Nigeria penalties + reduced initial social security contributions).

### Nature of entrepreneurship in Zambia (Box 2)
- Early-stage entrepreneurial activity: 39 percent of the adult population was engaged in starting or running a new business in 2013 (Global Entrepreneurship Monitor, 2013).
- Characterization:
  - Much activity is necessity-driven rather than opportunity-driven.
  - Entrepreneurial landscape dominated by informal, low-growth microenterprises serving local, subsistence markets.
  - Limited access to finance, business development services, and scale opportunities.
- Firm survival:
  - Established business ownership (firms older than 3.5 years) is less than one-tenth of the early-stage rate.
  - Zambia ranks among the highest globally in business exit rates, indicating weak firm survival and limited transition to maturity.
- Policy implication: Complement entry reforms with targeted support—training, mentorship, and incubators—focused on high-potential sectors such as agribusiness, light manufacturing, and digital services.

### Strengthening firm survival and scale-up
- Many new firms fail early due to weak managerial capacity, limited market access, and vulnerability to shocks.
- Global evidence highlights value of a robust entrepreneurship ecosystem: advisory services, incubators, buyer linkages.
- Recommendation: Strengthen support systems to raise productivity and employment impact of new firms.

### Conclusion and policy implications (E)
- Core constraints to firm growth: limited access to finance, unreliable electricity supply, and an uneven playing field for formal enterprises.
- Targeted reforms recommended:
  - Deepen credit markets and strengthen financial infrastructure.
  - Invest in power infrastructure.
  - Simplify regulatory processes.
  - Improve access to startup capital and provide tailored support for entrepreneurs.
- Expected outcomes: accelerated structural transformation, higher productivity, more inclusive and resilient economic growth.

### Climate vulnerability, emissions, and mitigation commitments (Zambia: Building Resilience to Climate Shocks)
- Climate shocks:
  - Growing frequency and severity of floods and droughts; 2023–2024 El Niño triggered prolonged drought, crop failures, energy shortages, and economic disruptions.
  - Vulnerabilities: large agricultural sector (predominantly rain-fed, subsistence), reliance on hydroelectric power.
- Fiscal and implementation constraints:
  - Limited coordination across government levels and absence of robust systems to track climate-related expenditures within the national budget.
  - Mobilizing domestic revenue and external financing is key for adaptation implementation.
- Emissions profile:
  - Zambia’s contribution to global GHG emissions: 0.08 percent (ranked 111th worldwide in 2023).
  - Emissions growth: compound average growth rate of 1.2 percent per year since 1991.
  - Absolute level: GHG emissions doubled since the 1970s, reaching 30 million tons of CO2 equivalent in 2023.
- Sectoral composition of emissions (2023):
  - Agriculture: approximately 38 percent.
  - Industry: approximately 20 percent.
  - Waste management: approximately 17 percent.
  - Power sector: historically minimal due to hydro; changed with commissioning of first MW300 thermal power plant in 2016, which added roughly 9 percent to installed generation capacity.
  - Government announced plans to double thermal generation capacity as part of energy security strategy after severe electricity shortages of 2024.
- Mitigation commitments:
  - Updated NDC (submitted 2021): commit to reducing GHG emissions by 25 percent unconditionally, and up to 47 percent with international support by 2030 compared to 2010 level.
  - Mitigation scope broadened to include transport, coal (production, transportation and consumption), and liquid waste alongside sustainable forest management, agriculture, and renewable energy.

*INTERNATIONAL MONETARY FUND (excerpt).*

### 7.      The NDC outlines both mitigation and adaptation priorities. Adaptation focuses on

### 7. The NDC outlines both mitigation and adaptation priorities. Adaptation focuses on

### NDC, NAP, and financing needs
- Implementing the NDC is estimated to cost approximately US$17.2 billion —about 65 percent of GDP— across 11 priority sectors.
- The National Adaptation Plan (NAP) provides a long-term roadmap but requires additional resources and enhanced coordination across sectors and government levels to be operational.
- The NDC Implementation Framework (2023–2030) estimates a financing need of $17.2 billion across 11 priority sectors—including energy, agriculture, land use, infrastructure, water, and health—and targets a 25 percent reduction in greenhouse gas emissions by 2030, conditional on external support.
- The implementation cost of approximately $17.2 billion between 2023 and 2030 represents estimated funding needs of above 8 percent of 2024 GDP, compared with current budgetary environmental spending of less 0.2 percent of GDP.
- International assistance in finance, technology, and capacity-building is identified as crucial to meeting these targets.

### Changes in temperature and rainfall patterns (observed and projected)
- Over the past two decades, average temperatures have risen by 1.3°C.
- Zambia receives between 700 mm and 1,400 mm of annual rainfall, with the ITCZ and ENSO driving increasing unpredictability.
- The ITCZ typically brings 150–300 mm of rain per month from October to April, but variations significantly change interannual rainfall.
- The wet season runs September to April; the cold season (May to August) is very dry with almost no rainfall.
- ENSO impacts:
  - El Niño events bring severe drought to southern regions; La Niña episodes can cause excessive rainfall and flooding in northern and central areas.
  - The 2023–2024 El Niño drought affected over 1 million hectares of cropland, depleted water reservoirs, and triggered emergency food assistance for nearly 2.3 million households.
- Projections: depending on global emissions trajectories, Zambia will continue to experience warming of 1.5°C to 3°C by 2050.
- Rainfall variability is expected to intensify, with shorter, more intense rainy seasons and longer dry spells.
- The frequency and intensity of extreme weather events—prolonged dry spells, flash floods, and heatwaves—have increased: in the decades after 2000, the number of such events exceeded 10, while in the two prior decades there were fewer than 5.

### Impact of natural disasters and disaster risk
- Floods and droughts are the most common and impactful climate-related disasters; localized flooding recurs during the rainy season, while rare large-scale disasters (e.g., the 2024 drought) can disrupt national food security and overwhelm response capacities.
- These severe events highlight the urgent need for improved disaster preparedness, early warning systems, and resilient infrastructure across rural and urban settings.
- Policy emphasis: strengthen community-level preparedness, enhance meteorological forecasting capacity, and mainstream climate risk into development planning.

### Agriculture: exposure, productivity trends, and adaptation options
- Agriculture share of GDP is small: on average 3 percent of GDP in the last decade, but it employes ¼ of the work force.
- Maize dominates production and remains predominantly rainfed; most maize is produced by smallholder farmers using traditional techniques and minimal inputs.
- El Niño events can cause a 30–40% drop in crop yields for staple crops like maize.
- Observed maize productivity trends:
  - Between 2002 and 2020, yields increased from 1.3 metric tons per hectare to 2.1 metric tons per hectare.
  - Area under maize cultivation expanded from 750,000 hectares to 1.7 million hectares.
  - Average yields remain low—currently around 2   metric tons per hectare—well below the global average of 5.5 metric tons.
- Irrigation infrastructure covers less than 6 percent of cultivated land.
- Consequences of crop and livestock losses include reduced incomes, food insecurity, school dropout rates, and rural-to-urban migration.
- Recommended climate-smart agricultural interventions:
  - Investment in adaptive farming techniques and improved irrigation systems.
  - Adoption and scaling of drought- and flood-resistant seed varieties.
  - Enhanced agricultural extension services, targeted subsidies, coordinated public investment, and improved access to markets and financial services for smallholders.
  - Practices cited: conservation agriculture, agroforestry, crop rotation and diversification, integrated soil fertility management.

### Energy sector impacts and resilience needs
- Zambia generates approximately 80% of its electricity from hydropower (major plants at Lake Kariba and Kafue Gorge).
- Declining water levels during droughts severely curtail generation; at its lowest point, Lake Kariba’s output dropped by 80 percent during the 2023–2024 drought.
- Load-shedding reached up to 20 hours per day in urban centers like Lusaka during that crisis.
- Installed capacity: Zambia currently has over 3,650 MW of installed capacity.
- Government copper production target: 3 million metric tons annually by 2030 — triple current levels.
- Electricity access: only about half of the population has access to electricity.
- Power shortages:
  - In 2015 drought, small businesses experienced a 7.3% drop in turnover due to electricity shortages; many firms used diesel generators, raising operational costs.
  - In the 2024 crisis, ZESCO prioritized power to the mining sector and large manufacturers, leaving small and medium enterprises more exposed.
- Policy priorities to build resilience:
  - Diversify the energy mix (solar, wind, biomass).
  - Expand off-grid solutions in rural and semi-urban areas.
  - Institutional reforms to strengthen energy governance, return ZESCO to financial viability via cost-recovery tariffs, and attract private investment.

### Natural resources and land use
- Zambia has lost approximately 6 percent of its forest area due to wood fuel use and expansion of cultivated land.
- Wood fuel (charcoal and firewood) is the primary source of energy for over 90 percent of Zambian households.
- Rural households rely more on firewood; urban populations depend more on charcoal.
- Forest and carbon assets:
  - Zambia has 49 million hectares of forest.
  - Zambia contributes 6 percent of Africa’s and 0.7 percent of global carbon credits.

### Institutional progress, carbon market, and implementation challenges
- Institutional and legal milestones:
  - Ministry of Green Economy and Environment (MoGEE) created in 2021.
  - Green Economy and Climate Change Act passed in 2024 (Act No. 18 of 2024); full implementation depends on the issuance of a Statutory Instrument.
  - Frameworks include the National Adaptation Plan (2023), National Policy on Climate Change (2016), National Green Growth Strategy (2024–2030), and other sector policies and strategies.
- Carbon market readiness:
  - Zambia has advanced a Carbon Market Framework with guidelines for project development, trading rules, institutional roles, fee structures, and a national carbon registry.
  - In 2024, bilateral agreements were signed with Sweden and Norway to support carbon market infrastructure and mobilize private investment.
- Implementation constraints:
  - Limited technical capacity, overlapping institutional mandates, weak rural outreach, and heavy reliance on donor financing.
- Comparative policy lessons:
  - Rwanda: integration of climate adaptation into national budgeting (FONERWA).
  - The Gambia: "Aid for Trade" mobilizing climate finance.
  - Kenya: climate-smart agriculture combined with crop insurance and drought-resistant seeds.
  - Ethiopia: Productive Safety Net linking social protection to natural resource management.
  - Morocco: National Climate Commission as a centralized planning and coordination model.

### Key statistics and observed impacts (compact)
- US$17.2 billion — estimated NDC implementation cost; also cited as financing need for NDC Implementation Framework (2023–2030).
- about 65 percent of GDP — share represented by the US$17.2 billion estimate.
- 1.3°C — temperature rise over past two decades.
- 700 mm and 1,400 mm — range of annual rainfall.
- 150–300 mm per month — typical ITCZ monthly rainfall from October to April.
- over 1 million hectares — cropland affected by the 2023–2024 El Niño drought.
- nearly 2.3 million households — required emergency food assistance during the 2023–2024 drought.
- 1.5°C to 3°C by 2050 — projected warming range depending on emissions trajectories.
- more than 10 vs fewer than 5 — count of extreme weather events in decades after 2000 compared with two prior decades.
- 3 percent — agriculture’s average share of GDP in the last decade.
- ¼ — share of the workforce employed in agriculture.
- 30–40% — typical El Niño-induced drop in crop yields for staples.
- yields: 1.3 metric tons per hectare (2002) to 2.1 metric tons per hectare (2020).
- area under maize: 750,000 hectares to 1.7 million hectares.
- currently around 2   metric tons per hectare — average maize yield cited.
- 5.5 metric tons — global average maize yield cited.
- less than 6 percent — irrigation coverage of cultivated land.
- approximately 80% — share of electricity from hydropower.
- 80 percent — Lake Kariba output drop at lowest point during 2023–2024 drought.
- up to 20 hours per day — load-shedding experienced in Lusaka during 2023–2024 drought.
- over 3,650 MW — Zambia’s installed capacity.
- 3 million metric tons annually by 2030 — government copper production target.
- about half — share of the population with electricity access.
- over 90 percent — households using wood fuel.
- approximately 6 percent — forest area loss cited.
- $17.2 billion between 2023 and 2030 — NAP/NDC implementation projection.
- above 8 percent of 2024 GDP — estimated funding needs share.
- less 0.2 percent of GDP — current budgetary environmental spending.
- 49 million hectares — Zambia’s forest area.
- 6 percent of Africa’s and 0.7 percent of global carbon credits — Zambia’s contribution.

*Source: IMF staff compilation from the cited Zambia country chapter.*

### 25.      Adaptation efforts are grounded in a detailed assessment of Zambia’s climate risks.

### 25.      Adaptation efforts are grounded in a detailed assessment of Zambia’s climate risks.

### Climate risk assessment and overall risk profile
- Based on the Climate-driven INFORM Risk Index, adapted by IMF staff from the global INFORM Risk framework, Zambia is ranked in the second-highest global quintile for climate-driven disaster risk.
- The index distills climate vulnerability into three dimensions: hazard and exposure, vulnerability, and lack of coping capacity (Fig. 13).
- Zambia’s high-risk score reflects frequent and severe climate hazards—particularly droughts and floods—combined with structural vulnerabilities and limited adaptive capacity.

### Agriculture and food-security adaptation measures
- The agricultural sector is a cornerstone of Zambia’s adaptation strategy given its central role in livelihoods and food security.
- The NAP promotes:
  - adoption of drought-tolerant seeds,
  - climate-smart farming practices,
  - soil conservation techniques.
- Priorities also include expanding irrigation infrastructure and empowering community-based water management to stabilize productivity amid increasing climate variability.

### Disaster preparedness and risk reduction
- Disaster preparedness is a critical pillar: Zambia is strengthening early warning systems and emergency response mechanisms to reduce impacts of extreme weather events.
- Adaptation is being aligned with disaster risk reduction (DRR) frameworks to lower long-term exposure to climate shocks and build institutional resilience.

### Energy-sector adaptation and diversification
- Zambia seeks to reduce dependence on hydropower because it is increasingly vulnerable to drought.
- The adaptation agenda calls for accelerated investment in solar, wind, and other renewable energy sources, emphasizing decentralized, off-grid solutions to support rural communities.
- Diversifying the energy mix is presented as essential for building a more climate-resilient power system and reducing disruptions linked to water scarcity.

### Forests, charcoal value chain, and sustainable livelihoods
- Zambia’s forests are under threat from unsustainable charcoal production.
- The NAP promotes:
  - alternative cooking fuels such as liquefied petroleum gas (LPG) and electric stoves,
  - reforestation efforts,
  - sustainable forest management practices.
- A key policy priority is the formalization and regulation of the charcoal value chain to reduce illegal logging while improving rural livelihoods.
- Small-scale pilot projects in Eastern Province providing solar panels, boreholes and irrigation equipment to farmers as alternatives to tree cutting have shown promise and could be scaled up.

### Financing adaptation and international mechanisms
- Financing remains a major constraint to implementation.
- Beyond seeking concessional funding and donor support, Zambia is exploring carbon finance opportunities, including establishing a carbon market framework to trade carbon credits for resources for adaptation investments; bilateral agreements have been reached (Sweden, Norway).
- Zambia is documenting the adverse impact of climate change to access financing through the Loss and Damage Fund established at COP28 in 2023.

### Institutional capacity: C-PIMA findings and gaps
- The IMF’s Climate Public Investment Management Assessment (C-PIMA), conducted in 2024, indicates Zambia performed relatively well compared to peers in integrating climate considerations into public investment management.
- Strengths identified:
  - national and sectoral planning,
  - inter-governmental coordination,
  - disaster risk management.
- Weaknesses identified:
  - project appraisal and selection,
  - tracking and reporting climate-related investments in the budget (Fig. 14).
- Of the five C-PIMA pillars, three—climate-aware planning, coordination, and risk management—were assessed as medium, while project appraisal and budgeting were rated low.
- Zambia lacks centralized guidance on preparing and costing climate-aware investment strategies (see Box 2).

### C-PIMA recommendations (summarized)
- Integrate climate analysis into project appraisals to improve infrastructure resilience.
- Implement climate budget tagging to enable tracking and prioritization of climate-related investments.
- Expand climate risk analysis within fiscal risk statements to better anticipate vulnerabilities.
- Strengthen institutional coordination to align all public sector entities, including SOEs, with national climate goals.

### Public sector coordination and SOE alignment
- Central and local government coordination frameworks exist, but climate integration across state-owned enterprises (SOEs) remains limited.
- The NAP and NDC guide sub-national coordination but do not apply to SOEs, which are not required to report GHG emissions or integrate climate objectives in their investment plans.
- Given SOEs’ prominence in energy, mining, transport, and infrastructure, aligning SOEs with national climate goals is essential.

### Infrastructure, PPPs, and fiscal risk management
- Climate risks embedded in long-term infrastructure investments are not systematically addressed.
- The C-PIMA recommends frameworks to incorporate climate risks into PPP contracts and systems to monitor and report climate-related public spending to improve transparency and accountability.
- Zambia’s annual budget includes contingency provisions for climate-related shocks, but allocations have been insufficient to meet natural disaster costs.
- Recommendations include expanding coverage of climate risks in the Fiscal Risk Statement and promoting insurance schemes in vulnerable sectors to manage and share risks more effectively.

### Policy priorities and concluding recommendations
- Strengthen climate adaptation through resilient agriculture, diversified energy, sustainable forestry, and institutional reforms.
- Mobilize international support, especially climate finance and technology transfer, to bridge resource gaps.
- Integrate climate considerations into public investment management processes and include mechanisms to track budgetary spending on climate adaptation.
- Enhance risk awareness by including and costing climate risks in the Fiscal Risk Assessment (FRA) to inform sound fiscal planning and decision-making.
- In agriculture: promote drought- and flood-resistant seeds, crop diversification, and expand irrigation.
- In energy: diversify electricity generation toward renewable sources and promote alternative household fuels to reduce dependence on charcoal and firewood.
- Improve disaster risk management and early warning systems, enhance institutional and community response capacity, and increase public awareness.
- Create fiscal buffers, enhance revenue mobilization (including environmental taxes), and attract a balanced mix of private and public funding for climate adaptation priorities.

*Source: IMF.*

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_Source: https://www.imf.org/-/media/files/publications/cr/2025/english/1zmbea2025002-source-pdf.pdf_
