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This paper explores the short-term impact of borrowing via lending-based crowdfunding on performance and health of small and medium enterprises (SMEs) in France. We find that firms borrowing from lending-based crowdfunding platforms are more dynamic (higher asset growth and higher profitability) and innovative, but they have lower leverage, less cash, higher funding costs and less tangible assets that could be pledged as a collateral. To account for this selection bias, we construct three control groups by using Propensity Score Matching, Mahalanobis Distance Matching and Coarsened Exact Matching methods and then run difference-indifference regressions. We find that borrowing via lending-based crowdfunding platforms increases SMEs' leverage and interest rate burden in the short-term, but these impacts disappear after two years. We observe asset growth during the year of borrowing, but no impact on sales growth, investment, employment or profitability.

Purpose While previous literature has emphasized the causal relationship from liquidity to capital, the impact of interbank network characteristics on this relationship remains unclear. By applying the interbank network simulation, this paper aims to examine whether the causal relationship between capital and liquidity is influenced by bank positions in the interbank network. Design/methodology/approach Using the sample of 506 commercial banks established in 28 European countries from 2001 to 2013, the author adopts the generalized method of moments simultaneous equations approach to investigate whether interbank network characteristics influence the causal relationship between bank capital and liquidity. Findings Drawing on a sample of commercial banks from 28 European countries, this study suggests that the interconnectedness of banks within interbank loan and deposit networks shapes their decisions to establish higher or lower regulatory capital ratios in the face of increased illiquidity. These findings support the implementation of minimum liquidity ratios alongside capital ratios, as advocated by the Basel Committee on Banking Regulation and Supervision. In addition, the paper underscores the importance of regulatory authorities considering the network characteristics of banks in their oversight and decision-making processes. Originality/value This paper makes a valuable contribution to the current body of research by examining the influence of interbank network characteristics on the relationship between a bank’s capital and liquidity. The findings provide insights that add to the ongoing discourse on regulatory frameworks and emphasize the necessity of customized approaches that consider the varied interbank network positions of banks.