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Imperfect Banking Competition and Financial Stability Jiaqi Li Bank of Canada November 2020 Disclaimer: The views expressed in this paper and presentation are those of the author and do not necessarily reflect those of the Bank of Canada.


  1. Imperfect Banking Competition and Financial Stability Jiaqi Li Bank of Canada November 2020 Disclaimer: The views expressed in this paper and presentation are those of the author and do not necessarily reflect those of the Bank of Canada.

  2. Imperfect Bank Competition and Financial Stability • This paper studies the effects of imperfect banking competition on financial stability measured by banks’ default probabilities. 1 / 33

  3. Imperfect Bank Competition and Financial Stability • This paper studies the effects of imperfect banking competition on financial stability measured by banks’ default probabilities. • It builds a model of bank competition focusing on bank equity ratios • Long run : less competition enhances stability higher profits → faster equity accumulation → higher equity ratios financial stability gain can outweigh macroeconomic efficiency loss ⇒ role for macroprudential regulation on banks’ dividend distribution 1 / 33

  4. Imperfect Bank Competition and Financial Stability • This paper studies the effects of imperfect banking competition on financial stability measured by banks’ default probabilities. • It builds a model of bank competition focusing on bank equity ratios • Long run : less competition enhances stability higher profits → faster equity accumulation → higher equity ratios financial stability gain can outweigh macroeconomic efficiency loss ⇒ role for macroprudential regulation on banks’ dividend distribution • Short run : less competition can jeopardize stability due to larger size of loan assets → lower equity ratios 1 / 33

  5. Imperfect Bank Competition and Financial Stability • This paper studies the effects of imperfect banking competition on financial stability measured by banks’ default probabilities. • It builds a model of bank competition focusing on bank equity ratios • Long run : less competition enhances stability higher profits → faster equity accumulation → higher equity ratios financial stability gain can outweigh macroeconomic efficiency loss ⇒ role for macroprudential regulation on banks’ dividend distribution • Short run : less competition can jeopardize stability due to larger size of loan assets → lower equity ratios • Empirically, this paper finds: • bank concentration (inverse proxy for competition) has a positive effect on change in bank equity • banks’ equity ratios are negatively related to their default probabilities (proxied by credit default swap spreads) 1 / 33

  6. Imperfect Banking Competition Highly Concentrated Banking Sectors in EU and OECD Countries in 2007 and 2014 1 .8 .6 .4 .2 0 a a m a a e a s c k a d e y e y d d e l y n a a g a o s d y d a l a a a a n n d y m s i i i d l i u i r i n c n c r n n l a i i r t c d n a n i i i e i e n e e a l r u r h i t b l a n a a a v n u l g n k n a o t a a a r o a n a e a a r t p t a a x i n a w a u a a e r p d a k a t r s g i g n C o p u m l a m e g l l s I a a o M a l l o e l r d t u y p t n n e e L u b e a o r o t m v v K S r u g t s A e l u l a r C n s i r r r c r I J h M r l e P r o o w e T S u C C e e E F F e G u I m e N o o z n B B R H I t Z P S l S l h S i d A D G L i e h R t i t K t w u w e h x e d t u e o S i c L N S e n e N t U i z n C U 5-bank asset concentration ratio in 2007 5-bank asset concentration ratio in 2014 Data sources: ECB, Bankscope 5-bank asset concentration = sum of market shares of the largest 5 banks by total assets 2 / 33

  7. Literature Review How does bank competition affect financial stability? Mixed theoretical results: • risk-taking effect: competition → lower profits → more risk taking by banks → instability (e.g. Corbae and Levine, 2018; Allen and Gale, 2000) • risk-shifting effect: competition → lower loan rate → less risk taking by borrowers → stability (e.g. Boyd and De Nicolo, 2005) • margin effect: competition → lower revenue from performing loans → less buffer against loan losses (e.g. Martinez-Miera and Repullo, 2010) ◮ This paper builds on margin effect with dynamics in bank equity 3 / 33

  8. Literature Review How does bank competition affect financial stability? Mixed theoretical results: • risk-taking effect: competition → lower profits → more risk taking by banks → instability (e.g. Corbae and Levine, 2018; Allen and Gale, 2000) • risk-shifting effect: competition → lower loan rate → less risk taking by borrowers → stability (e.g. Boyd and De Nicolo, 2005) • margin effect: competition → lower revenue from performing loans → less buffer against loan losses (e.g. Martinez-Miera and Repullo, 2010) ◮ This paper builds on margin effect with dynamics in bank equity Mixed empirical evidence (partly depending on measures used): • competition → instability (e.g. Corbae and Levine, 2018; Ariss, 2010; Beck et al., 2006; Salas and Saurina, 2003; Keeley, 1990) • competition → stability (e.g. Anginer et al., 2014; Dick and Lehnert, 2010; Uhde and Heimeshoff, 2009; Schaeck and Cihak, 2007) • ambiguous relationship (e.g. Jimenez et al., 2013; Tabak et al, 2012) ◮ This paper provides evidence on the role of bank equity accumulation in the relationship between competition and stability 3 / 33

  9. Main Contributions to Literature • New equity ratio effect: competition affects banks’ equity ratios and thus financial stability − Short run: less competition can jeopardize stability larger loan assets → lower banks’ equity ratios + Long run: less competition enhances stability higher profits → faster equity accumulation → higher equity ratios ⇒ important role for macroprudential policies • New measure of financial stability gain vs macroeconomic efficiency loss − without equity accumulation ⇒ efficiency loss outweighs stability gain + with equity accumulation ⇒ stability gain can outweigh efficiency loss • Empirical evidence on implications of the model: � less competition ⇒ greater profits ⇒ larger change in bank equity � banks with higher equity ratios have lower default probabilities 4 / 33

  10. Outline • Theoretical model set-up and basic model results • Calibration and simulation results • Data • Empirical specifications • Empirical results • Conclusions 5 / 33

  11. Model Set-up • 2 types of risk-neutral agents: • perfectly competitive entrepreneurs, short-lived, no initial wealth ⇒ borrow to finance physical capital k t (only production input) • banks compete for loans ` a la Cournot • 2 types of independent multiplicative productivity shocks (unobserved ex ante) • aggregate shock ǫ � 0, i.i.d. across time, continuous c.d.f. Γ( ǫ ), E ( ǫ ) = 1, observed by all agents ex post • idiosyncractic shock ω � 0, i.i.d. across entrepreneurs and time, continuous c.d.f. F ( ω ), E ( ω ) = 1, observed by entrepreneurs ex post (info asymmetry) • Each bank lends to a large number of randomly distributed entrepreneurs ⇒ banks can perfectly diversify idiosyncratic risk but NOT aggregate risk 6 / 33

  12. Entrepreneur’s Default Threshold A continuum of unit mass of ex ante identical entrepreneurs borrow at a gross loan rate R b , t to finance k t Ex post, each entrepreneur i receives a different realized idiosyncratic shock ω i , t +1 and produces output: y i , t +1 = ω i , t +1 ǫ t +1 Ak α t where A is common deterministic productivity level, α ∈ (0 , 1) is capital share Entrepreneur i defaults if ω i , t +1 is below a threshold ¯ ω t +1 determined by: ω t +1 = R b , t k 1 − α t ω t +1 ǫ t +1 Ak α ¯ t − R b , t k t = 0 ¯ → ǫ t +1 A This implies: = (1 − α ) R b , t k − α ∂ ¯ ω t +1 t > 0 ∂ k t ǫ t +1 A 7 / 33

  13. Entrepreneur’s Default Probability Entrepreneur’s default threshold ¯ ω t +1 f ( ω t +1 ) F (¯ ω t +1 ) ω t +1 ω t +1 = R b , t k 1 − α ¯ t ǫ t +1 A Higher ¯ ω t +1 → higher entrepreneur’s default probability F (¯ ω t +1 ) 8 / 33

  14. Expected Profit Maximization Assume entrepreneurs have limited liability, • when ω i , t +1 � ¯ ω t +1 ⇒ repay full debt obligation R b , t k t • when ω i , t +1 < ¯ ω t +1 ⇒ declare bankrupt bank confiscates output (subject to a collection cost) The entrepreneur takes R b , t as given and chooses k t to maximize: �� ∞ � � ∞ ωǫ t +1 Ak α E t t dF ( ω ) − R b , t k t dF ( ω ) ω t +1 ( R b , t , k t ,ǫ t +1 ) ¯ ¯ ω t +1 ( R b , t , k t ,ǫ t +1 ) where E t [ . ] is taken over the distribution of ǫ t +1 . dk t FOC wrt k t ⇒ loan demand curve is downward-sloping: dR b , t < 0 Using optimal k t , d ¯ ω t +1 dR b , t = 0 Derivation 9 / 33

  15. Cournot Banking Sector N Heterogeneous Banks Assumptions: • N banks (indexed by j ) with different marginal intermediation costs τ j • Loans are financed by deposits and equity n j , t (retained earnings) Bank j ’s Balance Sheet Loans k j , t Deposits k j , t − n j , t Equity n j , t • Bankers are appointed for one period ⇒ choose loan quantity k j , t to maximize expected profit E t π B j , t +1 ( ǫ t +1 ) • Full deposit insurance (presuming zero insurance premium) ⇒ exogenous gross deposit rate R t Sum of all banks’ loan quantities determines equilibrium gross loan rate R ∗ b , t 10 / 33

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