Part 2 - Assessing Your Ecosystem

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A key step before starting the process of deriving any policy change is a proper diagnostic of the current barriers and challenges faced by entrepreneurs. After this assessment, specific interventions to address these barriers can be designed. A menu of such interventions will be discussed in Part 3 of this toolkit. However, before addressing the challenges that entrepreneurs face, it is necessary to identify, know, and assess the entrepreneurial ecosystem you’re addressing.


What is an entrepreneurial ecosystem?

Beyond the identification of entrepreneurs’ challenges and sub-challenges, it is crucial to understand the notion of the “ecosystem”. This notion stems from life sciences and is now widely used when designing entrepreneurship interventions. The components, challenges, and interventions of the entrepreneurial ecosystem, while distinct, are interdependent and intertwined.[1] Each can impact the other, in positive or negative ways. Chain reactions, unintentional consequences, and externalities are common.

Crucial to understand is hence that the success of start-ups and SMEs is not dependent on just themselves, but also on the ecosystem that supports them.


Structure of Part 2 of the toolkit

  • Entrepreneurs thrive in environments where multiple factors and stakeholders (public and private) work together to form an entrepreneurship ecosystem composed of governance, markets, financing, human capital, culture, infrastructure, and support mechanisms - components of the ecosystem will be detailed in Section 2.1.
  • In the benchmarking study conducted by I4Policy, fourteen entrepreneurial ecosystems have been identified and studied. This analysis led us to identify seven typology of challenges they face - these will be detailed in section 2.2 and further in part 3 of the toolkit.
  • To help you identify your own entrepreneurial ecosystem and the challenges it faces, a methodology has been developed under section 2.3.
  • KPIs are objective indicators that can be used in policies to both assess the current level of the entrepreneurial ecosystem in your country as well as assess the impact of your entrepreneurship-focused policy. In order to make your policy operational, specific, tangible and measurable, KPI indicators have been provided under section 2.4.



Components of the Ecosystem

The entrepreneurial ecosystem consists of numerous stakeholders and actors along the growth trajectory of a business.

They include actors from private sector,  academia, development partners, government, etc.

Typical Ecosystem Actors along the IDIA Scaling Pathway[2]


Stakeholders in the Entrepreneurial Ecosystem

There are a number of stakeholders in the entrepreneurial ecosystem who are critical to the success of any intervention. When assessing the ecosystem, policymakers may consider the influence and impact of interventions to these stakeholders.

Stakeholders in the Entrepreneurial Ecosystem - i4Policy
Stakeholders in the Entrepreneurial Ecosystem - i4Policy



The Tunisian Ecosystem TZ[3]
  • Incubators/Accelerators
  • Working Spaces
  • Public Services
  • Investors
  • Media
  • Enablers
Tunisian Startup Ecosystem
Tunisian Startup Ecosystem



The Thai Ecosystem TZ[4]
  • Global Partners
  • Corporate
  • Incubators & Accelerators
  • VC, Banks, Financial
  • Universities
  • Government
  • Associations
Thailand Startup Ecosystem
Thailand Startup Ecosystem

Ecosystem Challenges

  • Several constraints hamper the development of entrepreneurs and their businesses, thereby limiting job creation and innovation.
  • In Kenya for example, 78.1% of SMEs surveyed in 2021 said they need a loan, but are unable to borrow enough money because of difficulties in obtaining or preparing documents that the lenders need (indicated by 38.8 % of the enterprises); a poor financial situation of the borrowers (20.6 %) or lack of collateral (6.2%).[5]
  • Similarly, in a survey conducted across 14 African countries among the youth (18-24 yrs), 53% report lack of access to capital as the biggest challenge to starting a business.[6]
  • Thirdly, in South Africa, 1 in 10 entrepreneurs reported exiting at an early stage due to reasons such as lack of profit, problems accessing finance, taxes, bureaucracy, or an incident. Moreover, while 68% of adults in South Africa agree that it is relatively easy to start a business, only 20% have the intention to do so.[7]
  • Literature on assessments of entrepreneurship ecosystems and the challenges faced by entrepreneurs across the world is abundant.
  • The next slide presents a review of fourteen existing assessment frameworks of entrepreneurial ecosystems. This review emphasizes the need for a multi-dimensional approach to ecosystem assessment.
  • That means taking into account all the various challenges (e.g. financing of businesses, governance, community support, infrastructure) that can affect entrepreneurship in a region, and how they interact with each other.  
Babson Council of comp. GEDI Rainforest 6+6 GSMA GEM WEF UNCTAD GII GCR Enterprise surveys Doing Business OECD i4Policy
Finance
Market Access
Business Support
Governance
Culture
Infrastructure
Human Capital
Sources The Aspen Institute (2013). Entrepreneurial Ecosystem Diagnostic Toolkit[8] & The Innovation for Policy Foundation (2022). Benchmarking Small Business Acts and Startup Acts in Africa[9].

Babson College - Babson Entrepreneurship Ecosystem Project, Council on Competitiveness - Asset Mapping Roadmap, GEDI - Global Entrepreneurship and Development Index, Rainforest - Innovation Rainforest Blueprint, 6+6 Koltai and Company - Six + Six, GSMA - Information and Communication Technology Entrepreneurship, GEM - Global Entrepreneurship Monitor, WEF - World Economic Forum - Entrepreneurship Ecosystem, GII - Global Innovation Index, GCR - Global Competition Index, World Economic Forum, Enterprise surveys  - World Bank, Doing Business - World Bank, OECD - Organisation Economic Co-operation and Development - Entrepreneurship Measurement Framework



i4Policy has analyzed the challenges covered by all 14 entrepreneurial ecosystem diagnostic tools. We find that, despite wide variation in sources, the evaluative approaches are relatively consistent.

We conclude that seven challenges are considered the main categories in most of the fourteen methodologies reviewed. These seven provide us with a well-researched typology of challenges faced by entrepreneurs across the world:

Finance KPIs - Icon Market Access KPIs - Icon Business Support KPIs - Icon Governance KPIs - Icon Culture KPIs - Icon.png Infrastructure KPIs - Icon Human Capital KPIs - Icon
Finance Market Access Business Support Governance Culture Infrastructure Human Capital
  • Pre-seed finance
  • Private equity & Venture capital
  • Bank finance
  • Capital markets
  • Alternative finance
  • Domestic market
  • Internationalization
  • Equipment & Inputs
  • Procurement
  • Innovation adoption
  • Growth support
  • Operation support
  • R&D
  • Collaboration within ecosystem
  • Regulatory quality
  • Enforcing contracts
  • Political & economic environment
  • Business procedures
  • Digital governance
  • Personal development
  • Community support
  • Networking
  • Women entrepreneurship
  • Digital infrastructure
  • Utilities
  • Logistics
  • Basic skills
  • Advanced skills
  • Business skills
  • Labour market


A short description of each of the seven challenges is provided below. Part 3 of the toolkit will discuss these in depth. Every subsection will address per challenge a) the relevant policy objectives, b) the expected impacts of entrepreneurship policy and c) appropriate KPIs to include. Moreover, case studies are used to analyze and present existing policy interventions across the region.

  1. Finance: Entrepreneurs face a lack of financing mechanisms for starting and growing their firm. This includes financing mechanisms including debt, equity, grants, and blended financing.
  2. Market Access: Entrepreneurs face challenge in acquiring early customers and having access to distribution  channels, suppliers, entrepreneurial networks.
  3. Business Support: Entrepreneurs are challenged by  a lack of business support through professional services, including business development services, incubators, accelerators, and entrepreneur friendly association.
  4. Governance: This challenge addresses the laws and regulations that are non conducive to the growth of firms, startups and impact the implementation practices of entrepreneurs.
  5. Culture: This challenge addresses the unfavorable societal attitudes toward entrepreneurship, unavailability of role models, low tolerance of risk, and level of trust among entrepreneurs.
  6. Infrastructure: Entrepreneurs face a lack of accessible and reliable quality of infrastructure, including electricity, telecom, transportation, and logistics.
  7. Human Capital: Entrepreneurs are challenged by the lack of skills and aptitudes needed to start and grow firms, from educational institutions and the private sector.

Assessing your Ecosystem

We propose a three-step process for assessing your ecosystem:

Step 1 – Collect benchmarkable data of your country and relevant peers
Use internationally renowned data sources to identify key challenge areas such as, the Global innovations index, Network Readiness index, Global competitiveness index, Doing Business index, Human capital index.
Step 2 – Augment quantitative assessment with qualitative review
Complement and cross-check the picture arising from step 1 with micro-analysis arising from Worldwide enterprise or i4policy data, e.g. World Bank Enterprise Survey data (Top 10 Biggest challenges mentioned by entrepreneurs). Collect input from interviews, consultations, hackathons, meetings with local entrepreneurs and stakeholders.
Step 3: Validate assessment through deliberation
Discuss a summary of the findings from step 1 and 2 with policy makers, regulators, agencies, citizens and the community involved. This will create awareness, a chance to make adjustments, be informed about ongoing reforms and importantly create a support base for your assessment. Important stakeholders might include Chambers of commerce, Tax authority, Ministries of ICT, BEIS, Finance, EDUC, Labour, Competition and capital markets authorities, Entrepreneurial ecosystem and startups, etc.

Step 1 – Collect benchmarkable data of your country and relevant peers

Assessing Your Ecosystem - Step 1 - i4Policy
Assessing Your Ecosystem - Step 1

To develop a practical ecosystem diagnostic tool a magnitude of indicators of entrepreneurial determinants was identified and analyzed. Based on the relevance, availability, and quality of data the most relevant indicators for conducting ecosystem analyses in developing countries are chosen.

Besides collecting the data for your country, it is important to select relevant peers. For example, while the USA has the best entrepreneurial ecosystem according to StartupBlink, that does not necessarily mean it is the most relevant peer for your country.[10] The further away from the frontier, the more sense it makes to compare yourself to best-practice countries in the region or on the continent.







Step 2 – Augment quantitative assessment with qualitative review

You can validate your findings under step 1 by cross-checking your quantitative findings with a qualitative approach. For example by gathering and analyzing survey-data and organizing consultations with local entrepreneurs and the ecosystem support services in your country.

Check if their perception and opinions match your results under step 1. Be aware of differing dates of data collection and overlapping indicators. To overcome these issues, it is important to discuss your findings with stakeholders and substantiate the findings.


To help you with steps 1 and 2, suggested Key Performance Indicators for each of the seven challenge areas have been included in section 2.4 of this toolkit.


Step 3 – Validate assessment through deliberation

The ultimate goal of your exercise is to identify key challenges for improvement and shift from analysis to action. It is important to start coalition building in this phase. Your partners, ecosystem and governmental actors need to buy in the assessment and agree with areas for improvement. To gain ample support it is recommended that time is spent discussing and fine-tuning results.

Also during this stage it’s key to find out what reforms are ongoing in the different key areas. The end-result of the three-step-approach could look like a dashboard as pictured in the following slide.

  • A green box depicts an enabling environment for firm’s growth
  • An orange box means the area slows firm growth
  • A red box signals the area halts growth.
  • A blue corner marks on-going reforms in the areas.

Take enough time to discuss these findings and labels with your stakeholders. The buy-in and recognition of work to be done will align interest for the actual policy reforms you will need to propose.


Example: Qualitative Assessment (Category Level)

Qualitative Assessment (Category Level) - i4Policy
Qualitative Assessment (Category Level) - i4Policy

Example: Validate Summary (Sub-Category Level)

At the sub-category level, policy makers may further assess the state of the ecosystem based on all data sources and expert opinion.

Finance | Capital markets

Country A’s capital markets have developed rapidly in the past decade, with laudable gains. Several issues hold back growth in the sector. For example, insider trading, while illegal, is not enough to void a contract (which is best practise internationally to send a strong signal about expected rule adherence). Overall market capitalisation is low and neither the primary or secondary markets are characterised by adequate liquidity. The range of products available on the market is limited. The overall cost of capital is considered high, and transaction costs continue to stifle rapid growth of companies.


Indicator Country A Country B Country C Country D Scale Year Source
Risk capital 0.07 0.11 - 0.876 0-1 2018 The Global Entrepreneurship And Development Institute
Market capitalization - 13.6 30.9 0-100 2020 Global Innovation Index
Ease of protecting minority investors’ rights 32 102 45 82 0-100 2019 Doing Business

Key Performance Indicators

  • Key Performance Indicators (KPIs) help to measure the success of an activity and serve two essential roles in the assessment of an ecosystem;
    • KPIs help to identify ecosystem problems, design policies, make predictions and determine resource allocations
    • KPIs help to assess the policy outcomes, provide success benchmarks to compare different policies within and across ecosystems
  • KPIs are useful if they are clear, relevant, adequate to assess performance and monitorable.
  • An illustrative list of KPIs for each sub-challenge has been given in the following slides. These KPIs facilitate the assessment of the ecosystem.


Accounting for Delays: It is important to note that there can be a time delay between the moment that the KPI starts changing and the ultimate policy outcome. For instance, an increase in investment in early-stage startups may not affect profits of investors for several years as the startup needs some time to mature. Hence, the impact of increased investment will not immediately be reflected through increased profits. This shows that assessing and improving your ecosystem is a long-term activity, that needs to be continuously adapted and conducted.[11]


Finance KPIs - Icon Finance KPIs

Sub Challenge Description Indicators Source
(Pre-)seed finance Captures the availability of finance for the earliest stages of entrepreneurship where the entrepreneur needs to test the viability of his business idea (prototyping), commercialize their innovation and establish their company. Typically includes a mix of “friends, fools and family funding” and money from grants, soft loans and entrepreneurship prizes. Availability of entrepreneurship prizes Expert opinion/survey
Availability of prototyping infrastructure Expert opinion/survey
Private equity & venture capital Measures the availability of risk finance, particularly equity finance (VC, business angels) but also venture debt. Crucial for high growth of unestablished businesses due to high risk appetite of investors. Venture capital availability www.weforum.org
Proportion of investment financed by equity or stock www.enterprisesurveys.org
Internally financing of fixed assets www.enterprisesurveys.org
Bank finance Encapsulates the availability and ease of attracting bank finance. Tailored bank products for young firms, the availability of working capital and the ease of getting loans are critical for the smooth functioning of businesses. Domestic credit to private sector www.data.worldbank.org
Bank lending rate www.data.worldbank.org
% of firms whose recent loan appl. was rejected www.enterprisesurveys.org
Capital markets Tracks the development of a country’s capital market. A well-developed capital market cuts transaction costs, lowers the cost of capital and provides opportunities for a rapid scale-up of companies. It includes the maturity of stock markets. Risk capital www.thegedi.org
Market capitalization www.globalinnovationindex.org
Ease of protecting minority investor’s rights www.globalinnovationindex.org
Alternative finance Captures the use of digital payments. Digital payments are an important tool for advancing financial inclusion and lowers the cost of providing financial services and increases business’ productivity. Volume of factoring www.fci.nl/en/international-

factoring-statistics

Volume of leasing https://africalease.org/en/
Revenue from donations (crowdfunding) https://p2pmarketdata.com/crowdfunding-statistics-worldwide/



Market Access KPIs - Icon Market Access KPIs

Sub Challenge Description Indicators Source
Domestic market Captures the favorability of the domestic market in terms of size, the competitive environment and the fairness of competition. A level-playing field and a growing economy fosters growth of companies, competing on the merits. GDP Growth % www.theglobaleconomy.com
Domestic market scale www.globalinnovationindex.org
Competition www.thegedi.org
Shadow economy www.theglobaleconomy.com
Extent of market dominance www.thegedi.org
Firms competing against unregistered or informal firms www.enterprisesurveys.org
Internationalization Tracks time and cost to export and import products. Ease of export and import creates bigger markets and hence fosters growth. Trading across borders www.doingbusiness.org
Internationalization www.thegedi.org
Applied tariff rate www.globalinnovationindex.org
Equipment & Inputs Measures the availability of inputs on the market. The availability and access to equipment (e.g. offices, physical space, machinery or high-tech equipment), technical material (including packaging), and raw materials at the right quality, price and reliability supports business expansion. Local supplier quantity www.weforum.org
Procurement Captures the ease for SMEs to access public and private procurement markets. Access to information, timely payments and contract sizes with attention to SMEs enhances opportunities for firms to win tenders, thereby opening up a new market segment for smaller firms. Public procurement score www.worldbank.org
Private procurement: opportunities for SMEs Expert opinion
Innovation adoption Tracks the diffusion of new products and services and the capability of the consumer market to absorb them. The openness of consumers to use new services and solutions provides a good basis for business to get prototypes and ideas to the market. Legal framework adaptability to emerging technologies www.weforum.org
Knowledge diffusion www.globalinnovationindex.org
Adoption of emerging technologies www.globalinnovationindex.org
Technology absorption www.thegedi.org
Medium and High-tech industry https://unstats.un.org

Business Support KPIs - Icon Business Support KPIs

Sub Challenge Description Indicators Source
Growth support Measures the maturity of business development services in an ecosystem. The availability of well-known and qualitative incubators, accelerators, business upgrading agencies, chambers of commerce help entrepreneurs reach the potential to scale and increase local productivity. Availability, accessibility, and quality of incubators/ accelerator programs Expert opinion/survey
Availability, accessibility, and quality of commercial BDS providers Expert opinion/survey
Number of networks, platforms, and associations Expert opinion/survey
Availability of mentoring programs Expert opinion/survey
Operation support Captures the availability and affordability of support services for young firms, such as accounting, legal and information services. If these services are widely available and affordable it helps entrepreneurs to focus on their core business and developing their ideas. OECD SME Policy Index www.oecd-ilibrary.org
Access to information for SMEs Expert opinion/survey
Costs of accountant Expert opinion/survey
Costs of legal aid Expert opinion/survey
R&D Measures the extent to which firms are involved in R&D and the results of the R&D, represented by patents and product innovations. R&D is important for longer-term survival and competitiveness of firms and the creation of new ideas. The presence of large R&D firms creates spin-offs and foster co-operation in the ecosystem, creating knowledge spillovers. % firms that spend on R&D www.enterprisesurveys.org
% firms that introduced a process innovation www.enterprisesurveys.org
Patent applications www.globalinnovationindex.org
Gross expenditure on R&D www.globalinnovationindex.org
Process innovation www.thegedi.org
Collaboration within ecosystem Provides a picture of the state of cluster development in a country. Clusters prove to be a growth driver for SMEs as they provide cooperation between companies and institutions, easy and fast access to information and facilitate cooperation in different stages of production. University/Industry collaboration www.globalinnovationindex.org
State of cluster development www.globalinnovationindex.org

Governance KPIs Icon Governance KPIs

Sub Challenge Description Indicators Source
Regulatory quality This sub-challenge captures perceptions of the ability of the government and the public service to formulate and implement sound and independent policies and regulations that permit and promote private sector development, with special attention to the ICT regulatory environment. Regulatory quality index www.govindicators.org
ICT regulatory environment www.itu.int
Government effectiveness www.govindicators.org
Enforcing contracts Measures the time and cost to resolve a commercial dispute, the quality of judicial processes, and the respecting of property rights. Good enforcement procedures enhance predictability in commercial relationships and reduce uncertainty for businesses and investors. Rule of law index www.worldjusticeproject.org
Intellectual property protection www.weforum.org
Property rights index www.internationalpropertyrightsindex.org
Enforcing contracts www.doingbusiness.org
Political & economic environment Captures the stability and freedom of corruption of countries. It includes a measure for the economic stability of a country. Low inflation rates and stable countries provide a fertile ground for businesses to thrive. Corruption index www.transparency.org
Political stability www.govindicators.org
Economic freedom www.heritage.org
Business procedures This sub-challenge captures perceptions of the ability of the government and the public service to formulate and implement sound and independent policies and regulations that permit and promote private sector development, with special attention to the ICT regulatory environment. Starting a business www.doingbusiness.org
Business freedom www.heritage.org
Paying taxes www.doingbusiness.org
Resolving insolvency www.doingbusiness.org
Obtaining construction permit www.doingbusiness.org
Ease of hiring foreign labor www.doingbusiness.org
Start-up visa score www.swibo.org
Government coordination Expert opinion
Digital governance Tracks the evolution of e-government services in terms of availability, quality, and diversity of channels and the use by the public of these services. Includes the availability of open data for accountability, innovation and social impact. Government online services www.publicadministration.un.org/egovkb
Publication and use of open data www.opendatabarometer.org

Culture KPIs - Icon Culture KPIs

Sub Challenge Description Indicators Source
Personal development Captures personal entrepreneurial traits of the population, such as self-confidence, ambition, non-fear of failure and the ability to identify good opportunities. These traits are important to decide to become an entrepreneur. Non-fear of failure/Risk acceptance www.thegedi.org
Opportunity startup www.thegedi.org
Community support Provides a picture of the country’s beliefs with respect to entrepreneurship. A positive view of entrepreneurs in terms of status and career choice, encourages careers in the private sector and starting a business, fostering risk-seeking entrepreneurial behavior. Cultural support www.thegedi.org
Networking Measures the extent to which entrepreneurs’ access and mobilize opportunities and resources and the ease of access to reach each other. A strong network helps find the right resources and fosters creativity. Networking www.thegedi.org
Community support Tracks the availability of women entrepreneurs and female opportunities. Gender equality fuels growth by bringing women into the labor force and by raising women entrepreneurs, the overall level of human capital, productivity and wages. Women entrepreneurs add creativity and ideas to the market. Percent of firms with female participation in ownership www.enterprisesurveys.org
Gender equality index www.hdr.undp.org

Infrastructure KPIs - Icon Infrastructure KPIs

Sub Challenge Description Indicators Source
Digital infrastructure Captures the maturity of the digital infrastructure in a country. It includes costs of internet, availability of broadband internet and handset prices. Efficient telecommunications decrease cost of business, increases market reach, and allows for innovation. Mobile tariffs www.mobileconnectivityindex.com
Handset prices www.mobileconnectivityindex.com
Internet access www.itu.int
4G mobile network coverage www.itu.int
Fixed broadband subscriptions www.itu.int
International internet bandwidth www.itu.int
Internet access in schools www.data.uis.unesco.org
Utilities Measures the availability, reliability and affordability of utilities in a country. A high quality of utilities decreases the costs of business and are fundamental for business operations, especially in the manufacturing services. Electricity output www.globalinnovationindex.org
Access to electricity % population www.data.worldbank.org
Getting electricity www.doingbusiness.org/
Reliability of electricity supply www.enterprisesurveys.org
Reliability of water supply www.enterprisesurveys.org
Logistics Measures the quality of physical infrastructure (roads, air, trains) in a country and the administrative logistics process. Good infrastructure and easy procedures reduce the cost of business and transaction costs. Logistics performance index www.lpi.worldbank.org
Quality of road network www.weforum.org
Quality of rail network www.weforum.org
Quality of air network www.weforum.org
Quality of port infrastructure www.weforum.org
Gross capital formation www.globalinnovationindex.org

Human Capital KPIs - Icon Human Capital KPIs

Sub Challenge Description Indicators Source
Basic skills Measures the basic quality of human capital. Access to quality basic education at primary & secondary school and/or to basic training in work experiences, is needed for productive employees. Learning adjusted years of school www.worldbank.org/en/publication/human-capital
Adult literacy rate www.data.uis.unesco.org
Advanced skills Measures the quality and access to advanced education and training at schools or at work. Skilled, competitive employees are needed for high-growth business, especially in knowledge-intensive sectors. Tertiary enrolment rate www.data.uis.unesco.org
Technicians and professionals in workforce https://ilostat.ilo.org/
Labor productivity per employee www.conference-board.org
Ease of finding skilled employees www.doingbusiness.org
Business skills Captures the extent of business savvy workers and access to training in entrepreneurship skills in a country. These skills are needed to bring a good idea to market, adapt to consumer demands and grow businesses. Training in starting a business Expert opinion
Entrepreneurship competencies in national curriculum Expert opinion
ICT Skills www.weforum.org
Quality of management schools www.weforum.org
Start-up skills www.thegedi.org
Human capital www.thegedi.org
Labour market Indicates the conduciveness of labour regulation to business growth. It includes the ease of hirings and dismissals, minimum wages and openness to new forms of labour such as the gig economy. Prevalence of gig economy www.weforum.org
Labour freedom index www.heritage.org


Further Reading



Continue to

Part 3 - Policy Interventions by Topic Area
Finance KPIs - Icon Market Access KPIs - Icon Business Support KPIs - Icon Governance KPIs - Icon Culture KPIs - Icon.png Infrastructure KPIs - Icon Human Capital KPIs - Icon
Finance Market Access Business Support Governance Culture Infrastructure Human Capital



  1. Isenberg (2011). The Entrepreneurship Ecosystem Strategy as a New Paradigm for Economic Policy: Principles for Cultivating Entrepreneurship. Institute of International and European Affairs.
  2. The International Development Innovation Alliance (IDIA)
  3. Entrepreneurs of Tunisia (2018). “Tunisia Startup Ecosystem”. https://www.eot.tn/
  4. https://techcrunch.com/sponsor/unlisted/at-startup-thailand-2018-startups-will-be-encouraged-to-dream-big/
  5. Kenya Bankers Association (KBA) and Japan International Cooperation Agency (2021). Micro, Small, Medium Enterprises Survey Report. https://www.kba.co.ke/downloads/MSMEs-Survey-Report.pdf
  6. Ichikowitz Family Foundation (2020). African Youth Survey 2020 – The Rise of Afro-Optimism. https://ichikowitzfoundation.com/wp-content/uploads/2020/02/African-Youth-Survey-2020.pdf
  7. GEM (2022). Global Entrepreneurship Monitor 2021/2022 Global Report: Opportunity Amid Disruption. London: GEM. https://gemconsortium.org/report/gem-20212022-global-report-opportunity-amid-disruption
  8. The Aspen Institute (2013). Entrepreneurial Ecosystem Diagnostic Toolkit. https://www.aspeninstitute.org/publications/entrepreneurial-ecosystem-diagnostic-toolkit/
  9. The Innovation for Policy Foundation (2022). Benchmarking Small Business Acts and Startup Acts in Africa. PM LINK
  10. StartupBlink (2021), The Global Startup Ecosystem Index Report
  11. Startup Commons, Using Ecosystem KPIs, https://www.startupcommons.org/using-ecosystem-kpis.html