Financing Startups and Impact Investing: Evidence Across MENA Countries
Abstract
1. Introduction
- (1)
- What factors drive the financial success of impact-investing startups compared with conventional startups in MENA?
- (2)
- Do the determinants of success differ structurally between these two groups?
- (3)
- What challenges characterize startups engaged in impact investment relative to conventional firms.
2. Theoretical Background
2.1. Emergence and Definition of Impact Investment
2.2. Performance Debate: The Mission–Finance Trade-Off
2.3. Measuring Startup Financial Success: A Signaling Perspective
3. Methods
3.1. Sample, Data, and Landscape of Financing the MENA Ecosystem
3.2. Impact Investment in the MENA Region
3.3. Variables
3.3.1. Dependent Variable
3.3.2. Independent Variables
4. Results and Analysis
5. Conclusions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Appendix A. Correlation Matrix
| Variable | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| (1) lnMoneyR | 1 | |||||||||||||||||||
| (2) StartIMP | −0.05 *** | 1 | ||||||||||||||||||
| (3) CountryCode | 0.15 *** | −0.01 | 1 | |||||||||||||||||
| (4) LOC | 0.12 *** | 0 | 0.16 *** | 1 | ||||||||||||||||
| (5) FundType | 0.34 *** | 0 | 0.03 ** | −0.03 ** | 1 | |||||||||||||||
| (6) NFDeals | 0.36 *** | 0.03 ** | 0.02 | 0.05 *** | −0.02 * | 1 | ||||||||||||||
| (7) Nfounders | 0.15 *** | 0 | 0 | 0.04 ** | −0.03 * | 0.15 *** | 1 | |||||||||||||
| (8) Nempl | 0.26 *** | 0.03 ** | 0.01 | 0.01 | 0.23 *** | −0.02 * | −0.03 ** | 1 | ||||||||||||
| (9) NRound | 0.35 *** | 0.05 *** | −0.04 *** | 0.05 *** | 0.09 *** | 0.71 *** | 0.18 *** | 0.02 | 1 | |||||||||||
| (10) NInvestors | 0.43 *** | 0.01 | 0.05 *** | 0.11 *** | 0.04 ** | 0.49 *** | 0.21 *** | 0.03 ** | 0.61 *** | 1 | ||||||||||
| (11) Age | 0.19 *** | 0.02 | −0.03 ** | −0.02 * | 0.38 *** | −0.1 *** | −0.06 *** | 0.35 *** | −0.02 | −0.11 *** | 1 | |||||||||
| (12) VC_Fin | 0.15 *** | 0.02 * | −0.03 ** | 0.03 ** | −0.06 *** | 0.17 *** | 0.09 *** | −0.05 *** | 0.22 *** | 0.18 *** | −0.07 *** | 1 | ||||||||
| (13) E_Com | 0.02 * | −0.14 *** | −0.03 ** | 0.04 *** | −0.05 *** | 0.03 ** | −0.02 | 0.01 | 0.03 ** | 0.04 ** | −0.02 | 0.01 | 1 | |||||||
| (14) FinTech | 0.16 *** | −0.11 *** | 0.04 *** | 0.05 *** | 0.02 | 0.04 *** | 0.01 | −0.01 | 0.06 *** | 0.16 *** | −0.08 *** | 0.02 | −0.15 *** | 1 | ||||||
| (15) IT_Sol | −0.03 ** | −0.06 *** | −0.02 | −0.01 | −0.02 | −0.01 | 0.01 | −0.01 | −0.03 ** | −0.02 | 0.03 ** | −0.01 | −0.1 *** | −0.09 *** | 1 | |||||
| (16) Log_Transp | 0.07 *** | −0.04 *** | 0.03 ** | 0 | 0.02 | 0.05 *** | 0.04 ** | 0.06 *** | 0.06 *** | 0.04 *** | 0.01 | 0.02 | −0.09 *** | −0.08 *** | −0.05 *** | 1 | ||||
| (17) Inf_Tech | −0.03 ** | −0.07 *** | 0 | 0 | 0.02 | −0.04 *** | −0.03 ** | 0.01 | −0.05 *** | −0.05 *** | 0.01 | −0.02 | −0.11 *** | −0.11 *** | −0.07 *** | −0.06 *** | 1 | |||
| (18) Energy | 0.05 *** | 0.09 *** | 0.01 | −0.05 *** | 0.08 *** | −0.03 ** | 0 | 0.01 | −0.01 | −0.03 * | 0.08 *** | −0.01 | −0.06 *** | −0.05 *** | −0.03 ** | −0.03 ** | −0.04 *** | 1 | ||
| (19) AgTech | 0 | 0.1 *** | 0.01 | 0 | 0.04 *** | 0.04 *** | 0 | 0.03 ** | 0.06 *** | 0.03 * | 0.01 | 0.02 * | −0.04 *** | −0.04 *** | −0.02 * | −0.02 * | −0.03 ** | −0.01 | 1 | |
| (20) H_Care | −0.03 * | 0.2 *** | −0.02 * | 0 | 0.02 * | −0.03 ** | −0.03 ** | 0.03 ** | −0.01 | −0.02 * | 0.04 ** | 0.02 | −0.11 *** | −0.1 *** | −0.07 *** | −0.06 *** | −0.08 *** | −0.04 *** | −0.03 ** | 1 |
| 1 | Principles for Responsible Investment (PRI) is an investor initiative in partnership with the Financial Initiative of the United Nations Environment Program (UNEP FI) and the United Nations (UN) Global Compact. |
| 2 | Environmental, social, and governance reflect the three key factors used to evaluate the sustainability and ethical impact of an investment. |
| 3 | A regional platform focused on startup ecosystems in the MENA region. |
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| Algeria | Bahrain | Cyprus | Egypt | Iran | Jordan | |||||||
| Sectors | AR(F) | MR in M USD | AR(F) | MR in M USD | AR(F) | MR in M USD | AR(F) | MR in M USD | AR(F) | MR in M USD | AR(F) | MR in M USD |
| 3D Technology | - | - | - | - | - | - | 3(3) | 0.12 | 2(2) | 0.17 | 1(1) | 0.03 |
| Advertising, Media, and Entertainment | 6(4) | 55.16 | 5(1) | 0.13 | 37(27) | 49.09 | 33(23) | 20.96 | 17(15) | 4.67 | 42(30) | 57.96 |
| Aerospace and Defense | 1(1) | 0.11 | - | - | 1(1) | 2.10 | 1(1) | 0.01 | - | - | 3(2) | 7.00 |
| AgTech | 1(1) | 0.08 | - | - | 1(1) | 17.46 | 8(4) | 0.38 | - | - | 2(1) | 0.10 |
| Artificial Intelligence | 2(2) | 0.22 | 5(2) | 13.80 | 16(13) | 10.90 | 26(18) | 7.30 | 1(0) | - | 12(10) | 3.59 |
| Data Analytics and Business Intelligence | 3(3) | 0.28 | - | - | 11(9) | 5.34 | 7(3) | 0.58 | 1(1) | 1.40 | 6(5) | 0.99 |
| E-Commerce | 4(2) | 0.05 | 15(13) | 7.23 | 9(7) | 19.19 | 148(106) | 604.79 | 15(9) | 11.13 | 52(39) | 67.19 |
| EdTech | 1(1) | 0.08 | 8(7) | 0.99 | 14(9) | 83.26 | 33(23) | 10.35 | 3(2) | 0.02 | 37(26) | 40.36 |
| Energy | 1(0) | - | - | - | 5(2) | 10.03 | 15(9) | 46.84 | - | - | 2(2) | 0.60 |
| Enterprise Software | 4(4) | 0.15 | 18(9) | 3.12 | 33(28) | 38.54 | 79(60) | 45.75 | 3(2) | 0.20 | 18(14) | 5.72 |
| Fashion and Lifestyle | 3(3) | 0.10 | - | - | 2(2) | 7.30 | 10(6) | 0.46 | 1(1) | 0.23 | 10(4) | 0.44 |
| FinTech | 2(2) | 0.10 | 14(11) | 268.39 | 56(45) | 233.90 | 101(66) | 715.29 | 10(3) | 0.71 | 28(26) | 298.84 |
| Food and Beverage | 1(0) | - | 12(8) | 28.99 | 1(1) | 0.18 | 33(27) | 63.62 | - | - | 9(6) | 0.97 |
| Gaming | - | - | 1(1) | 0.07 | 34(23) | 60.44 | 17(12) | 6.35 | - | - | 14(8) | 24.90 |
| Health Care | 2(0) | - | 7(5) | 0.40 | 12(7) | 5.18 | 83(53) | 75.90 | 7(2) | 0.15 | 15(13) | 55.01 |
| Home Services | - | - | - | - | - | - | 13(8) | 3.49 | 1(0) | - | 3(3) | 0.04 |
| Information Technology | 12(7) | 217.74 | 4(3) | 2.65 | 12(11) | 108.72 | 58(40) | 35.91 | 5(3) | 1.12 | 21(9) | 0.74 |
| Intelligent Systems | - | - | - | - | - | - | 1(1) | 0.10 | - | - | - | - |
| IT Solutions | 4(3) | 5.85 | 2(2) | 2.55 | 20(17) | 13.91 | 47(30) | 34.17 | 6(5) | 296.36 | 19(14) | 187.10 |
| Logistics Transportation | 4(1) | 0.16 | - | - | 7(5) | 25.50 | 43(33) | 219.82 | 1(1) | 22.39 | 2(0) | - |
| Others | 9(9) | 0.79 | 2(2) | 6.30 | 19(12) | 35.04 | 19(12) | 3.81 | 5(5) | 3.04 | 11(9) | 3.42 |
| Travel and Tourism | - | - | 3(3) | 0.08 | 13(11) | 7.70 | 8(7) | 1.82 | 6(5) | 27.60 | 1(1) | 0.03 |
| Grand Total | 60(43) | 280.85 | 96(67) | 334.71 | 303(231) | 733.78 | 786(545) | 1897.79 | 84(56) | 369.19 | 308(223) | 755.02 |
| Kuwait | Lebanon | Morocco | Oman | Qatar | Saudi Arabia | |||||||
| Sectors | AR(F) | MR in M USD | AR(F) | MR in M USD | AR(F) | MR in M USD | AR(F) | MR in M USD | AR(F) | MR in M USD | AR(F) | MR in M USD |
| 3D Technology | - | - | 1(1) | 0.08 | - | - | - | - | - | - | - | - |
| Advertising, Media, and Entertainment | 5(4) | 0.83 | 24(15) | 21.73 | 5(4) | 125.47 | 5(4) | 125.47 | 3(3) | 7.02 | 3(3) | 0.09 |
| Aerospace and Defense | - | - | - | - | - | - | - | - | - | - | - | - |
| AgTech | - | - | - | - | - | - | - | - | 1(0) | - | - | - |
| Artificial Intelligence | - | - | 14(12) | 2.16 | - | - | - | - | - | - | - | - |
| Data Analytics and Business Intelligence | - | - | 4(4) | 6.52 | - | - | - | - | 1(1) | 0.50 | 4(3) | 0.39 |
| E-Commerce | 12(8) | 23.15 | 12(6) | 2.62 | 5(3) | 0.45 | 5(3) | 0.45 | 11(6) | 2.01 | 8(5) | 11.20 |
| EdTech | 6(3) | 7.50 | 5(3) | 0.44 | 2(1) | 0.05 | 2(1) | 0.05 | 2(1) | 0.03 | - | - |
| Energy | - | - | 4(0) | - | - | - | - | - | 1(0) | - | - | - |
| Enterprise Software | 22(14) | 66.55 | 17(11) | 5.33 | 1(1) | 0.16 | 1(1) | 0.16 | 3(2) | 0.11 | 8(7) | 4.14 |
| Fashion and Lifestyle | 2(1) | 45.00 | 7(6) | 3.98 | - | - | - | - | - | - | - | - |
| FinTech | 7(6) | 7.15 | 18(12) | 26.06 | 7(5) | 18.98 | 7(5) | 18.98 | - | - | 3(3) | 0.96 |
| Food and Beverage | 6(2) | 1.43 | 15(9) | 23.53 | - | - | - | - | 3(2) | 1.65 | - | - |
| Gaming | - | - | 12(8) | 3.16 | - | - | - | - | 1(1) | 0.13 | - | - |
| Health Care | 6(5) | 3.71 | 15(10) | 4.05 | 6(6) | 8.30 | 6(6) | 8.30 | 2(2) | 0.36 | - | - |
| Home Services | - | - | 2(2) | 13.70 | - | - | - | - | - | - | - | - |
| Information Technology | 3(1) | 8.49 | 6(6) | 5.66 | 6(6) | 17.31 | 6(6) | 17.31 | 6(6) | 3.10 | 2(1) | 0.08 |
| Intelligent Systems | - | - | - | - | - | - | - | - | - | - | - | - |
| IT Solutions | 1(0) | - | 5(3) | 20.33 | 2(2) | 9.00 | 2(2) | 9.00 | - | - | 1(0) | - |
| Logistics Transportation | 2(1) | 3.00 | 3(1) | 0.50 | 5(3) | 17.27 | 5(3) | 17.27 | 3(2) | 10.54 | - | - |
| Others | 2(1) | 520.00 | 4(0) | - | 1(1) | 0.12 | 1(1) | 0.12 | 2(1) | 8.00 | 1(0) | - |
| Travel and Tourism | - | - | 1(0) | - | - | - | - | - | - | - | 2(1) | 2.50 |
| Grand Total | 74(46) | 686.82 | 169(109) | 139.82 | 40(32) | 197.11 | 40(32) | 197.11 | 39(27) | 33.45 | 32(23) | 19.35 |
| Tunisia | Turkey | United Arab Emirates | Other Countries | All MENA Countries | ||||||||
| Sectors | AR(F) | MR in M USD | AR(F) | MR in M USD | AR(F) | MR in M USD | AR(F) | MR in M USD | AR(F) | MR in M USD | ||
| 3D Technology | 6(5) | 0.49 | 21(17) | 10.34 | 13(10) | 14.83 | - | - | 51(43) | 58.10 | ||
| Advertising, Media, and Entertainment | 6(2) | 0.14 | 142(94) | 88.41 | 118(81) | 605.92 | 6(6) | 7.11 | 478(330) | 1067.86 | ||
| Aerospace and Defense | 5(5) | 1.98 | 13(8) | 10.89 | 15(11) | 17.75 | - | - | 54(40) | 55.90 | ||
| AgTech | 7(6) | 1.43 | 28(23) | 24.32 | 20(16) | 589.51 | 1(0) | 78(62) | 674.82 | |||
| Artificial Intelligence | 4(4) | 0.35 | 132(105) | 51.16 | 69(41) | 41.05 | - | - | 325(233) | 197.79 | ||
| Data Analytics and Business Intelligence | 4(2) | 0.89 | 49(33) | 40.67 | 26(20) | 9.97 | 5(4) | 0.89 | 129(94) | 138.37 | ||
| E-Commerce | 12(11) | 1.68 | 249(178) | 816.14 | 243(174) | 1439.22 | 19(11) | 13.21 | 954(676) | 3864.71 | ||
| EdTech | 18(16) | 13.72 | 70(54) | 20.57 | 77(52) | 137.89 | 2(1) | 0.03 | 325(227) | 353.88 | ||
| Energy | 7(4) | 1.82 | 47(32) | 95.88 | 22(16) | 748.49 | 1(0) | - | 117(72) | 1158.42 | ||
| Enterprise Software | 8(8) | 5.35 | 195(134) | 155.81 | 124(85) | 114.61 | 11(9) | 4.25 | 624(441) | 728.21 | ||
| Fashion & Lifestyle | 3(2) | 0.63 | 21(11) | 7.27 | 20(10) | 85.81 | - | - | 88(52) | 153.66 | ||
| FinTech | 19(14) | 40.65 | 177(124) | 249.28 | 382(251) | 1317.39 | 3(3) | 0.96 | 924(627) | 3998.88 | ||
| Food and Beverage | 3(1) | 10.23 | 65(46) | 88.58 | 68(46) | 192.27 | 3(2) | 1.65 | 249(167) | 456.47 | ||
| Gaming | 3(2) | 0.22 | 131(91) | 779.51 | 22(21) | 179.41 | 1(1) | 0.13 | 247(177) | 1058.24 | ||
| Health Care | 7(4) | 18.83 | 127(85) | 99.09 | 106(75) | 699.32 | 2(2) | 0.36 | 459(307) | 1147.10 | ||
| Home Services | - | - | 28(20) | 158.39 | 14(8) | 11.46 | - | - | 86(61) | 199.18 | ||
| Information Technology | 11(4) | 0.69 | 120(80) | 114.00 | 146(96) | 1008.33 | 8(7) | 3.18 | 466(309) | 1634.95 | ||
| Intelligent Systems | - | - | 10(8) | 6.04 | 1(0) | - | - | - | 28(22) | 72.17 | ||
| IT Solutions | 4(4) | 0.77 | 105(80) | 81.70 | 87(65) | 1240.66 | 1(0) | - | 347(251) | 1935.52 | ||
| Logistics Transportation | 13(12) | 3.66 | 100(81) | 254.21 | 113(76) | 1282.78 | 3(2) | 10.54 | 376(274) | 2127.46 | ||
| Others | 2(1) | 0.10 | 61(37) | 43.66 | 74(47) | 658.90 | 3(1) | 8.00 | 240(152) | 1326.15 | ||
| Travel and Tourism | 4(3) | 0.24 | 30(21) | 33.62 | 49(37) | 81.64 | 2(1) | 2.50 | 127(96) | 171.41 | ||
| Grand Total | 146(110) | 103.86 | 1921(1362) | 3229.56 | 1809(1238) | 10,477.19 | 71(50) | 52.80 | 6772(4713) | 22,579.26 | ||
| Sector/Year | 2009 | 2010 | 2011 | 2012 | 2013 | 2014 | 2015 | 2016 | 2017 | 2018 | 2019 | 2020 | 2021 | 2022 | 2023 | All |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 3D Technology | - | 1.0 | - | - | - | 0.4 | 0.3 | 2.6 | 30.1 | 4.0 | 0.9 | 3.5 | 8.9 | 4.2 | 2.2 | 58.1 |
| Ad. Med., and Ent | - | 3.5 | 12.3 | 5.8 | 14.8 | 11.9 | 17.3 | 214.9 | 12.7 | 39.6 | 73.4 | 26.3 | 563.5 | 33.5 | 38.1 | 1067.9 |
| Aer. and Def. | - | - | 0.0 | 0.2 | 2.8 | 4.0 | 5.3 | 3.4 | 7.2 | 9.1 | 2.5 | 0.4 | 3.9 | 4.5 | 12.6 | 55.9 |
| AgTech | - | - | - | - | - | - | - | 5.5 | 4.6 | 2.8 | 3.7 | 48.1 | 105.8 | 502.0 | 2.3 | 674.8 |
| Art. Int. | - | - | - | - | - | 0.1 | 0.2 | 2.0 | 13.4 | 12.6 | 12.3 | 62.7 | 39.6 | 39.0 | 16.0 | 197.8 |
| D. A. and Bus. Int | 0.5 | - | 0.2 | 0.1 | 0.7 | 0.5 | 5.4 | 15.3 | 10.6 | 3.8 | 7.3 | 5.2 | 16.5 | 71.2 | 0.8 | 138.4 |
| E-Commerce | - | 20.7 | 35.4 | 122.1 | 84.2 | 88.4 | 61.5 | 392.8 | 101.3 | 339.5 | 221.7 | 272.1 | 821.5 | 745.6 | 557.9 | 3864.7 |
| EdTech | 14.0 | 3.2 | 0.9 | 2.9 | 5.6 | 21.6 | 0.7 | 22.4 | 3.7 | 34.4 | 95.1 | 12.1 | 85.3 | 34.4 | 17.3 | 353.9 |
| Energy | - | - | 65.3 | 0.5 | - | 75.0 | 0.3 | 7.5 | 20.6 | 1.7 | 94.7 | 7.2 | 4.0 | 720.0 | 161.4 | 1158.4 |
| Ent. Sof. | 16.5 | 4.1 | 2.4 | 24.2 | 3.8 | 3.0 | 5.3 | 52.5 | 13.2 | 15.3 | 40.1 | 81.1 | 101.5 | 281.6 | 83.6 | 728.2 |
| Fash. and Life. | - | - | 0.5 | 0.6 | 1.5 | 1.4 | 0.2 | 0.8 | 0.3 | 46.7 | 2.3 | 51.2 | 5.6 | 11.1 | 31.5 | 153.7 |
| FinTech | 4.0 | 1.1 | 63.9 | 33.9 | 6.6 | 14.4 | 124.6 | 205.2 | 110.4 | 103.1 | 183.1 | 312.4 | 918.5 | 1391.2 | 526.5 | 3998.9 |
| Food and Bev. | - | - | - | 44.0 | 0.0 | - | 13.6 | 7.9 | 0.8 | 11.3 | 16.9 | 62.9 | 156.8 | 94.0 | 48.2 | 456.5 |
| Gaming | 5.7 | 11.5 | 17.5 | 0.6 | 21.2 | 3.1 | 0.2 | 0.5 | 2.6 | 2.0 | 12.6 | 18.1 | 378.5 | 549.8 | 34.4 | 1058.2 |
| Health Care | 4.0 | 12.0 | 1.9 | 2.3 | 56.5 | 361.4 | 6.2 | 6.9 | 71.5 | 68.4 | 18.7 | 94.9 | 116.9 | 117.4 | 208.1 | 1147.1 |
| Home Services | - | - | 13.5 | - | 0.5 | - | 1.6 | 9.4 | 11.5 | 14.5 | 2.5 | 132.6 | 1.5 | 4.8 | 6.7 | 199.2 |
| Inf. Tech. | 0.5 | 16.6 | 0.7 | 15.4 | 3.4 | 6.5 | 23.8 | 3.6 | 71.4 | 24.1 | 22.7 | 81.9 | 196.7 | 1134.2 | 33.3 | 1635.0 |
| Int. Sys. | - | - | - | - | - | - | - | - | 0.7 | 0.5 | 54.7 | 1.4 | 9.0 | 5.8 | 0.1 | 72.2 |
| IT Solutions | 11.6 | 15.2 | 12.3 | 2.0 | 4.6 | 4.7 | 176.5 | 36.1 | 307.9 | 192.7 | 70.3 | 73.8 | 610.2 | 394.0 | 23.6 | 1935.5 |
| Log. Transp. | - | - | - | - | 11.7 | 17.0 | 77.0 | 379.7 | 298.0 | 258.9 | 182.7 | 141.4 | 393.3 | 326.3 | 41.3 | 2127.5 |
| Others | - | - | 8.1 | 0.9 | 0.1 | 32.0 | 0.1 | 0.7 | 5.5 | 544.4 | 22.4 | 103.3 | 442.6 | 16.8 | 149.4 | 1326.2 |
| Trav. and Tour. | - | - | 0.0 | - | 0.4 | 1.3 | 13.2 | 13.6 | 38.0 | 38.0 | 12.5 | 6.2 | 10.5 | 4.1 | 33.6 | 171.4 |
| All | 57.2 | 89.2 | 234.9 | 255.7 | 218.5 | 646.7 | 533.4 | 1383.2 | 1135.9 | 1767.5 | 1153.0 | 1598.8 | 4990.8 | 6485.5 | 2029.0 | 22,579.3 |
Ranked first in value of financed deals;
Ranked second in value of financed deals;
Ranked third in value of financed deals.| Types of Investors | Number of Investors | Headquarters in Capital | Number of Investments | Number of Exits | Number of Portfolio Organizations | Number of Lead Investments |
|---|---|---|---|---|---|---|
| Venture capital | 361 (36) | 309 (28) | 3756 (356) | 233 (19) | 3108 (308) | 1135 (151) |
| Private equity firm | 99 (17) | 83 (14) | 321 (253) | 39 (39) | 292 (231) | 129 (111) |
| Corporate venture capital | 32 (2) | 25 (1) | 277 (49) | 21 (0) | 226 (41) | 114 (41) |
| Micro VC | 23 (1) | 18 (1) | 332 (1) | 31 (0) | 250 (1) | 109 (0) |
| VC and micro VC | 12 (1) | 8 (1) | 115 (2) | 7 (2) | 97 (2) | 46 (1) |
| VC and private equity | 45 (7) | 41 (5) | 337 (28) | 36 (3) | 299 (25) | 134 (11) |
| PE/VC/CVC and other partners | 84 (10) | 73 (8) | 1247 (136) | 98 (13) | 1027 (112) | 371 (38) |
| Individual/angel | 673 (34) | 436 (24) | 1245 (65) | 94 (10) | 1144 (62) | 156 (13) |
| Angel group | 33 (1) | 29 (1) | 345 (45) | 29 (2) | 293 (31) | 79 (9) |
| Investment partner, individual/angel | 97 (6) | 63 (4) | 616 (42) | 41 (0) | 481 (35) | 48 (5) |
| Angel group and other partners | 7 (2) | 7 (2) | 130 (29) | 34 (2) | 114 (24) | 59 (5) |
| Accelerator | 46 (8) | 40 (6) | 612 (42) | 19 (0) | 575 (40) | 211 (25) |
| Accelerator and other partners | 8 (2) | 7 (2) | 38 (193) | 0 (6) | 36 (192) | 15 (56) |
| Family investment office | 32 (3) | 28 (3) | 166 (15) | 25 (1) | 137 (14) | 48 (6) |
| Incubator | 19 (3) | 19 (2) | 70 (8) | 3 (0) | 69 (7) | 45 (4) |
| Investment bank | 58 (4) | 53 (2) | 216 (5) | 33 (1) | 192 (5) | 105 (3) |
| Others | 4 (1) | 2 (1) | 12 (5) | 3 (0) | 12 (5) | 3 (1) |
| Conventional investors (impact investors) | 1633 (138) | 1241 (105) | 9835 (1274) | 746 (98) | 8352 (1135) | 2807 (480) |
| All investors | 1771 | 1346 | 11,109 | 844 | 9487 | 3287 |
| Variable | Definition | Type of Variable | Sources |
|---|---|---|---|
| Headquarter of startup | Location of startup | Dichotomous: startup in the country’s capital = 1; 0, otherwise | (Henderson et al., 1995; Storey, 1994; Carter et al., 1994; Tykvová, 2018; Colombo et al., 2019) |
| Startup age | Age of company in years | Continuous | (Geroski, 1995; Singh & Mungila Hillemane, 2023; Berger & Udell, 1998) |
| Size of the startup | Number of employees | Continuous | (Keasey & Watson, 1991; Mata et al., 1995; Storey, 1985; Berger & Udell, 1998) |
| Investment | Number of investors Number of funders | Continuous | (Wagner, 1994; Storey, 1994; Rosenbusch et al., 2013; Collewaert & Sapienza, 2016) |
| Financing | Number of rounds Number of financed deals | Continuous | (Hand, 2005; Guo et al., 2015; Shuwaikh & Dubocage, 2022) |
| VC financing startups | Obtained finance from VC | Dichotomous; funded VC = 1; 0, otherwise | (Calopa et al., 2014; Singh & Mungila Hillemane, 2023) |
| Sector groups (top five sectors) | Impact startups: Fintech, logistics transportation, energy, agtech, health care. Conventional startups: E-commerce, fintech, IT solutions, logistics transportation, information technology | Dichotomous: e.g., startup invests in e-commerce = 1; 0, otherwise | (Croce et al., 2021; Jeong et al., 2020) |
| Type of funding (last funding type) | 1 = pre-seed, 2 = seed, 3 = series a, 4 = series b, 5 = series c, 6 = series d, 7 = series f, 8 = angel, 9 = corporate round, 10 = equity crowdfunding, 11 = initial coin offering, 12 = equity after initial public offering, 13 = private equity, 14 = undisclosed venture series, 15 = unknown or unfunded | The numerical values assigned do not imply any inherent order or ranking among the countries | (Croce et al., 2021) |
| Variables | Variable Label | All the Sample | Impact Startups | Conventional Startups | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Mean | SD | N | Mean | SD | N | Mean | SD | N | ||
| TEFA (in USD) | TAFA | 7,129,543 | 37,744,782 | 3167 | 5,530,845 | 14,594,226 | 711 | 7,595,297 | 39,883,433 | 2456 |
| First Funding (in USD) | First funding | 3,642,087 | 22,294,330 | 3167 | 2,551,980 | 14,545,457 | 711 | 3,957,668 | 24,069,783 | 2456 |
| lnTEFA | lnTEFA | 13.22 | 2.20 | 3167 | 13.04 | 2.09 | 711 | 13.28 | 2.22 | 2456 |
| Startup Impact | StartIMP | 0.22 | 0.41 | 4381 | ||||||
| Localization | LOC | 0.80 | 0.40 | 4381 | 0.79 | 0.41 | 961 | 0.80 | 0.40 | 3420 |
| Funding Type | FundType | 4.18 | 4.44 | 4298 | 4.19 | 4.52 | 936 | 4.18 | 4.42 | 3362 |
| Number Funded Deals | NFDeals | 1.08 | 1.07 | 4381 | 1.14 | 1.17 | 961 | 1.06 | 1.03 | 3420 |
| Number of Founders | Nfounders | 1.81 | 0.95 | 3204 | 1.82 | 0.93 | 734 | 1.81 | 0.96 | 2470 |
| Number of Employees | Nempl | 150 | 830 | 4091 | 193 | 1061 | 908 | 138 | 751 | 3183 |
| Number of Rounds | NRound | 1.74 | 1.36 | 4310 | 1.85 | 1.55 | 942 | 1.70 | 1.29 | 3368 |
| Number of Investors | NInvestors | 2.77 | 3.28 | 3249 | 2.82 | 3.22 | 724 | 2.75 | 3.29 | 2525 |
| Startup Age | Age | 6.00 | 3.95 | 4193 | 5.75 | 3.62 | 921 | 6.07 | 4.04 | 3272 |
| VC Funding | VC_Fin | 0.32 | 0.47 | 4381 | 0.34 | 0.48 | 961 | 0.32 | 0.46 | 3420 |
| E-Commerce | E_Com | 0.13 | 0.34 | 4381 | 0.16 | 0.37 | 3420 | |||
| FinTech | FinTech | 0.12 | 0.33 | 4381 | 0.06 | 0.23 | 961 | 0.14 | 0.35 | 3420 |
| IT Solutions | IT_Sol | 0.06 | 0.23 | 4381 | 0.06 | 0.24 | 3420 | |||
| Logistics Transportation | Log_Transp | 0.05 | 0.21 | 4381 | 0.03 | 0.17 | 961 | 0.05 | 0.22 | 3420 |
| Information Technology | Inf_Tech | 0.08 | 0.27 | 4381 | 0.09 | 0.28 | 3420 | |||
| Energy | Energy | 0.02 | 0.14 | 4381 | 0.04 | 0.20 | 961 | |||
| AgTech | AgTech | 0.01 | 0.10 | 4381 | 0.03 | 0.16 | 961 | |||
| Health Care | H_Care | 0.07 | 0.26 | 4381 | 0.17 | 0.38 | 961 | |||
| Null Hypothesis, the Distribution of | Sig. | Decision |
|---|---|---|
| The distribution TEFA is the same across categories of startups | 0.007 | Reject the null hypothesis |
| The distribution of first round is the same across categories of startups | 0.001 | Reject the null hypothesis |
| The distribution of number of deals is the same across categories of startups | 0.098 | Reject the null hypothesis |
| The distribution of number of employees is the same across categories of startups | 0.078 | Reject the null hypothesis |
| The distribution of announced rounds is the same across categories of startups | 0.005 | Reject the null hypothesis |
| Models | Model 1: All Startups (N = 2302) | Model 2: Impact Startups (N = 532) | Model 3: Conventional Startups (N = 1770) | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Variables | Beta | t-Test | TOL | VIF | Beta | t-Test | TOL | VIF | Beta | t-Test | TOL | VIF |
| (Constant) | 10.148 *** | 70.57 | 10.326 *** | 37.89 | 10.033 *** | 61.17 | ||||||
| StartIMP | −0.047 *** | −2.77 | 0.902 | 1.109 | ||||||||
| CountryCode | 0.108 *** | 6.56 | 0.954 | 1.048 | 0.078 ** | 2.32 | 0.960 | 1.042 | 0.117 *** | 6.20 | 0.948 | 1.055 |
| LOC | 0.061 *** | 3.71 | 0.956 | 1.046 | 0.038 | 1.11 | 0.964 | 1.037 | 0.067 *** | 3.56 | 0.951 | 1.051 |
| FundType | 0.266 *** | 15.01 | 0.812 | 1.231 | 0.177 *** | 4.73 | 0.771 | 1.297 | 0.287 *** | 14.23 | 0.823 | 1.215 |
| NFDeals | 0.262 *** | 11.24 | 0.472 | 2.117 | 0.348 *** | 7.21 | 0.465 | 2.152 | 0.236 *** | 8.87 | 0.474 | 2.111 |
| Nfounders | 0.073 *** | 4.43 | 0.942 | 1.062 | 0.047 | 1.37 | 0.920 | 1.087 | 0.076 *** | 4.02 | 0.941 | 1.063 |
| Nempl | 0.165 *** | 9.51 | 0.851 | 1.175 | 0.161 *** | 4.27 | 0.764 | 1.309 | 0.165 *** | 8.45 | 0.877 | 1.140 |
| NRounds | −0.078 *** | −2.99 | 0.375 | 2.669 | −0.114 ** | −2.13 | 0.377 | 2.653 | −0.066 ** | −2.18 | 0.373 | 2.684 |
| Ninvestors | 0.287 *** | 13.65 | 0.578 | 1.731 | 0.283 *** | 6.64 | 0.597 | 1.676 | 0.289 *** | 11.91 | 0.567 | 1.764 |
| Age | 0.104 *** | 5.62 | 0.749 | 1.335 | 0.193 *** | 4.88 | 0.695 | 1.438 | 0.086 *** | 4.13 | 0.771 | 1.298 |
| VC_Fin | 0.096 *** | 5.79 | 0.935 | 1.070 | 0.098 *** | 2.87 | 0.935 | 1.069 | 0.095 *** | 5.01 | 0.930 | 1.075 |
| E_Com | 0.038 ** | 2.17 | 0.864 | 1.158 | 0.042 | 2.16 | 0.889 | 1.124 | ||||
| FinTech | 0.112 *** | 6.46 | 0.854 | 1.171 | 0.078 ** | 2.31 | 0.956 | 1.046 | 0.116 *** | 5.90 | 0.868 | 1.151 |
| IT_Sol | −0.007 | −0.42 | 0.937 | 1.068 | −0.009 | −0.44 | 0.944 | 1.059 | ||||
| Log_Transp | 0.036 ** | 2.17 | 0.938 | 1.066 | 0.068 ** | 1.99 | 0.934 | 1.070 | 0.031 * | 1.64 | 0.949 | 1.054 |
| Inf_Tech | 0.004 | 0.23 | 0.919 | 1.088 | 0.007 | 0.33 | 0.931 | 1.074 | ||||
| Energy | 0.048 *** | 2.91 | 0.960 | 1.041 | 0.135 *** | 4.01 | 0.952 | 1.050 | ||||
| AgTech | −0.017 | −0.99 | 0.975 | 1.026 | 0.008 | 0.24 | 0.961 | 1.040 | ||||
| H_Care | 0.004 | 0.23 | 0.903 | 1.108 | 0.04 | 1.18 | 0.951 | 1.052 | ||||
| R2 | 0.418 | 0.444 | 0.416 | |||||||||
| Adjusted R2 | 0.413 | 0.428 | 0.411 | |||||||||
| Fisher | 86.23 *** | 27.48 *** | 83.24 *** | |||||||||
| Durbin-Watson | 2.047 | 1.936 | 1.968 | |||||||||
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Mseddi, S. Financing Startups and Impact Investing: Evidence Across MENA Countries. Int. J. Financial Stud. 2026, 14, 7. https://doi.org/10.3390/ijfs14010007
Mseddi S. Financing Startups and Impact Investing: Evidence Across MENA Countries. International Journal of Financial Studies. 2026; 14(1):7. https://doi.org/10.3390/ijfs14010007
Chicago/Turabian StyleMseddi, Slim. 2026. "Financing Startups and Impact Investing: Evidence Across MENA Countries" International Journal of Financial Studies 14, no. 1: 7. https://doi.org/10.3390/ijfs14010007
APA StyleMseddi, S. (2026). Financing Startups and Impact Investing: Evidence Across MENA Countries. International Journal of Financial Studies, 14(1), 7. https://doi.org/10.3390/ijfs14010007
