Eden Rabbie, August 2020
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We analyze 1,562 startups from MENA and 208 UAE startup rounds to quantify the current situation of startup access to capital in UAE and understand its growth trends with scientific reliability.
1. A
Select a year to view YoY growth
<sup>Note 1:</sup> Activity change as difference of post-seed UAE startup rounds count in 2019 vs 2018 is positive. N<sub>pooled</sub>=26, δ=12, ⌊95% CI⌋ [10, 13] (statistically significant). Count in 2019 and 2018, respectively, o=(19, 7). N=(42, 47), 95% CI ([12.5, 25.5], [1.9, 12.3]).
<sup>Note 2:</sup> Activity change as difference of population percentage of post-seed share out of UAE startup rounds count in 2019 vs 2018 is positive. N<sub>pooled</sub>=26, δ=1.71, 95% CI [1.56, 1.92] (statistically significant). Share in 2019 and 2018, respectively, p=(.45, .15). N=(42, 47), 95% CI ([.30, .61], [.04, .26]).
<sup>Note 3:</sup> Activity change as difference of seed UAE startup rounds count in 2019 vs 2018 is negative. N<sub>pooled</sub>=63, δ=-17, ⌊95% CI⌋ [-22, -12] (statistically significant). Count in 2019 and 2018, respectively, o=(23, 40). N=(42, 47), ⌊95% CI⌋ ([16, 29], [34, 45]).
<sup>Note 4:</sup> Activity change as difference of population percentage of seed share out of UAE disclosed startup rounds size in 2019 vs 2018 is negative. N<sub>pooled</sub>=33, δ=-.40, 95% CI [-.59, -.25] (statistically significant). Share of seed raised capital in 2019 and 2018, respectively, p=(.14, .63). N=(25, 24), 95% CI ([0, .30], [.43, .82]).
<sup>Note 5:</sup> Activity change as difference of UAE startup rounds count in 2019 vs 2018 is not statistically significant. N*=117, 95% CI [-8.4, 0.9]. Count in 2019 and 2018, respectively, o=(42, 47). N*=117, ⌊95% CI⌋ ([30, 53], [35, 58]).
A startup round is a funding round closed with participation from investment in a venture at seed, series A, or series B stage, including pre-series A and bridge rounds.
Post-seed is series A, series B, and bridge rounds after seed and before series B.
Statistical significance and effect size are studied via analysis of confidence interval.
CI is Wilson score interval.
Unless explicitly mentioned, alpha = .05.
† Disclosed rounds count in 2018 for post-seed is not sufficient to test change in post-seed raised capital with statistical reliability. Observations O is deemed sufficient iff. each comparison group n ≥ 5.
Rabbie, Eden. (2020). UAE Startup Access To Capital 2010-2020. Startup Report MENA [Online]. https://startupreport.me/uae-startup-access-to-capital-2020 (Based on analysis of 1011 equity-only seed, series A, bridge and series B startup rounds, 443 investors, 4730 ventures in MENA 2008-2019; enriched database: Crunchbase, PitchBook and fieldwork. Data last accessed 30 April 2020).
Newcombe, R. G. (1998). Interval estimation for the difference between independent proportions: comparison of eleven methods. Statistics in medicine, 17: 873-890. doi:10.1002/(SICI)1097-0258(19980430)17:8<873::AID-SIM779>3.0.CO;2-I
Newcombe, R. G. (2001). Estimating the difference between differences: measurement of additive scale
interaction for proportions. Statistics in medicine, 20: 2885-2893. doi:10.1002/sim.925
Wallis, S. (2013). Binomial Confidence Intervals and Contingency Tests: Mathematical Fundamentals and the Evaluation of Alternative Methods. Journal of Quantitative Linguistics, 20:3, 178-208. doi:10.1080/09296174.2013.799918
Select a year to view its five number summary
<sup>Note 6:</sup> Capital change as difference of median capital raised in UAE startup rounds in 2019 vs 2018 is positive. Year<sub>18</sub> (Mdn=800000), Year<sub>19</sub> (Mdn=2500000); Mann–Whitney U(N=33)=37.5, z=-3.24, p=.001 (statistically significant).
N is disclosed rounds only.
Unless explicitly mentioned, alpha = .05.
Rabbie, Eden. (2020). UAE Startup Access To Capital 2010-2020. Startup Report MENA [Online]. https://startupreport.me/uae-startup-access-to-capital-2020 (Based on analysis of 1011 equity-only seed, series A, bridge and series B startup rounds, 443 investors, 4730 ventures in MENA 2008-2019; enriched database: Crunchbase, PitchBook and fieldwork. Data last accessed 30 April 2020).
Hettmansperger, T. and McKean, J. (2011). Robust Nonparametric Statistical Methods. Boca Raton: CRC Press. doi:10.1201/b10451
1. C
<sup>Note 11:</sup> Growth in startup access to capital as annual cumulative change in distinct count of UAE startups who raised at least 1 startup round in any year, measured in 2019, is positive. N<sub>pooled</sub>=126, dp=.178, 95% CI [.12, .23] (statistically significant). See Note 12 for comparison with 2012-2018.
<sup>Note 12:</sup>Acceleration in growth of startup access to capital as difference of annual cumulative change of distinct count of UAE startups who raised at least 1 startup round in any year, measured in year 2019 vs 2012, …, 2019 vs 2018, is negative in every case, except vs 2014 where it is not statistically significant. Difference in 2019 vs 2012, …, 2019 vs 2018 (excluding 2019 vs 2014), respectively, δ=(-2.49, -0.91, -0.27, -0.36, -0.16, -0.16). 95% CI ([-4.16, -2.39], [-1.02, -0.80], [-0.39, -0.15], [-0.46, -0.26], [-0.25, -0.06], [-0.25, -0.07]) (all cases are statistically significant). Difference in 2019 vs 2014 δ=0.004, 95% CI [-0.14, 0.14]. Growth in years 2012, …, 2018, respectively: δ=(2.67, 1.10, 0.17, 0.44, 0.54, 0.33, 0.34). N<sub>pooled</sub>=(11, 23, 27, 39, 60, 80, 107), 95% CI ([2.59, 2.74], [0.99, 1.19], [0.05, 0.31], [0.34, 0.55], [0.46, 0.62], [0.26, 0.41], [0.27, 0.40]).
<sup>Note 13:</sup> Growth in startup access to capital as annual cumulative change in distinct count of UAE startups who raised at least 1 startup round in any year, measured in 2016, 2017, 2018 and 2019, respectively, δ=(.54, .33, .34, .18), N<sub>pooled</sub>=(60, 80, 107, 126), 95% CI ([.46, .62], [.26, .41], [.27, .40], [.12, .23]).
<sup>Note 14:</sup> Difference of nominal growth in startup access to capital as count of UAE startups who raise a startup round for the first time in 2019 vs 2016, vs 2017, and vs 2018 is not statistically significant in all year pairs. Difference for 2019 vs 2016, vs 2017, and vs 2018, respectively, ⌊95% CI⌋ ([-10, 10], [-10, 11], [-18, 5]). Count for years 2016, …, 2019, respectively, o=(21, 20, 27, 19). N=(60, 80, 107, 126), ⌊95% CI⌋ ([14, 29], [13, 28], [18, 37], [15, 29]).
<sup>Note 15:</sup> Comparison of growth in startup access to capital as difference of annual cumulative change of distinct count of startups who raised at least 1 startup round in any year, measured in years 2017-2019, for UAE startups vs non-UAE MENA startups, is negative in each year. Years 2017, 2018, 2019, respectively: N<sub>pooled</sub>=(191, 268, 341), δ=(-.19, -.11, -.16), 95% CI ([-.28, -.09], [-.19, -.03], [-.23, -.09]) (all cases are statistically significant). Growth in non-UAE MENA startups in 2017, 2018, 2019, respectively, dp=(.52, .45, .34). N<sub>pooled</sub>=(111, 161, 215), 95% CI ([.46, .58], [.40, .50], [.29, .38]). See Note 11 and Note 13 for UAE data.
<sup>Note 16:</sup> Difference in 5-yr CAGR of funded UAE startups vs non-UAE MENA startups in 2019 is not statistically significant. N<sub>pooled</sub>=265, 95% CI [-.17, .09]. 5-yr CAGR for UAE startups in 2019 = 26%. N=99, 95% CI [.17, .35]. 5-yr CAGR for non-UAE MENA in 2019 = 29%. N=166, 95% CI [.21, .36].
<sup>Note 17:</sup> Growth in startup access to capital as annual cumulative change in distinct count of UAE startups who raised at least 1 startup round in any year, measured in 2015 and 2016, respectively, for UAE startups: δ=(.44, .54). N<sub>pooled</sub>=(39, 60), 95% CI ([.34, .55], [.46, .62]). For non-UAE MENA startups: δ=(.22, .22). N<sub>pooled</sub>=(60, 73), 95% CI ([.14, .31], [.14, .29])
Statistical significance and effect size are studied via analysis of confidence interval.
CI is Wilson score interval.
Unless explicitly mentioned, alpha = .05.
† Data for years 2010 and 2011 is not sufficient to test change in UAE startups who raised a round with statistical reliability.
Rabbie, Eden. (2020). UAE Startup Access To Capital 2010-2020. Startup Report MENA [Online]. https://startupreport.me/uae-startup-access-to-capital-2020 (Based on analysis of 1011 equity-only seed, series A, bridge and series B startup rounds, 443 investors, 4730 ventures in MENA 2008-2019; enriched database: Crunchbase, PitchBook and fieldwork. Data last accessed 30 April 2020).
Newcombe, R. G. (1998). Interval estimation for the difference between independent proportions: comparison of eleven methods. Statistics in medicine, 17: 873-890. doi:10.1002/(SICI)1097-0258(19980430)17:8<873::AID-SIM779>3.0.CO;2-I
Newcombe, R. G. (2001). Estimating the difference between differences: measurement of additive scale interaction for proportions. Statistics in medicine, 20: 2885-2893. doi:10.1002/sim.925
Wallis, S. (2013). Binomial Confidence Intervals and Contingency Tests: Mathematical Fundamentals and the Evaluation of Alternative Methods. Journal of Quantitative Linguistics, 20:3, 178-208. doi:10.1080/09296174.2013.799918
1. D
<sup>Note 18:</sup> Population proportion of funded UAE startups founded 2008-2017 is below 40%. p=.35, N=700, 95% CI [.31, .39] (statistically significant).
<sup>Note 19:</sup> Difference in population proportion of funded startups founded 2008-2017, for UAE startups vs non-UAE MENA startups, UAE vs Saudi, and UAE vs Egypt is negative in all cases. Respectively, N<sub>pooled</sub>=(1562, 846, 1031), 95% CI ([-.14, -.04], [-.24, -.06], [-.14, -.01]) (each is statistically significant). Population proportion of funded startups for non-UAE MENA, Saudi, Egypt, and other MENA countries excluding UAE, Saudi and Egypt, respectively, p=(.44, .50, .43, .43). N=(862, 146, 331), 95% CI ([.41, .48], [.42, .58], [.37, .48]). See Note 18 for UAE numbers.
Statistical significance and effect size are studied via analysis of confidence interval.
CI is Wilson score interval.
Unless explicitly mentioned, alpha = .05.
N is all startups aged 2+ years, measured as founded on or before 31 Dec 2017 to allow for median age to raise first startup round to take effect.
Rabbie, Eden. (2020). UAE Startup Access To Capital 2010-2020. Startup Report MENA [Online]. https://startupreport.me/uae-startup-access-to-capital-2020 (Based on analysis of 1011 equity-only seed, series A, bridge and series B startup rounds, 443 investors, 4730 ventures in MENA 2008-2019; enriched database: Crunchbase, PitchBook and fieldwork. Data last accessed 30 April 2020).
Newcombe, R. G. (1998). Interval estimation for the difference between independent proportions: comparison of eleven methods. Statistics in medicine, 17: 873-890. doi:10.1002/(SICI)1097-0258(19980430)17:8<873::AID-SIM779>3.0.CO;2-I
Newcombe, R. G. (2001). Estimating the difference between differences: measurement of additive scale interaction for proportions. Statistics in medicine, 20: 2885-2893. doi:10.1002/sim.925
Wallis, S. (2013). Binomial Confidence Intervals and Contingency Tests: Mathematical Fundamentals and the Evaluation of Alternative Methods. Journal of Quantitative Linguistics, 20:3, 178-208. doi:10.1080/09296174.2013.799918
Situation By 2020 – Final Remarks
Despite some positive signs, 2019 exposed problematic trends in UAE startups access to capital.
For the third year in a row, the number of newly-funded UAE startups remains the same, while its growth has slowed down significantly to reach the levels of 2014. Meanwhile, elsewhere in MENA, startup access to capital continues to grow at a faster pace. And while the trajectory of 5-yr growth heads south in UAE, it is turning upwards elsewhere in MENA.
As it stands, UAE has hit a limit and is bound to lose its position as the venture space leader in MENA. Has the UAE venture space, with its current dynamics, reached its capacity? Has the UAE venture capital market reached saturation? Is 25 startups (±12) the limit by which the UAE venture space can ever grow every year? Or did investors lose interest in UAE startups?
Any chance for UAE to overcome this limitation requires a boost to the dynamics of its venture space. Historically, UAE achieved this feat before in 2015-2016. Now is time for a new chapter to the story, and this starts by looking for what causes this limitation.
In the next reports in this series, we explore these questions to find out more on the nature of this stagnation and how to solve it: is it caused by investor problems, startup problems, or a market problems.
Data Analytics and Commercialization in MENA
– 12 years of experience working with governments developing their SME sectors.
– Data science background, CIM, Six Sigma. Japanese-trained.
– Featured author on Medium.
Worked 8 years with the Japanese government to help MENA governments develop their SME sectors, followed by 3 years with UAE government to grow its venture space.
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Rabbie, Eden. (2020). UAE Startup Access To Capital 2010-2020. Startup Report MENA [Online]. https://startupreport.me/uae-startup-access-to-capital-2020
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