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IOSR Journal of Business and Management (IOSR-JBM)
e-ISSN: 2278-487X, p-ISSN: 2319-7668. Volume 21, Issue 11. Series. II (November. 2019), PP 27-30
www.iosrjournals.org
DOI: 10.9790/487X-2111022730 www.iosrjournals.org 27 | Page
Interest Rate Capping and Financial Performance of Commercial
Banks in Kenya
Robert Mironga Siriba
Department of Accounting and Finance, University of Nairobi, Kenya
Corresponding Author: Robert Mironga Siriba
Abstract: Interest rate caps can lead to financial exclusion and consequently affect the banks’ performance. In
some countries, interest rates regulation is done, especially when ordinary citizens and politicians view it as a
remedy for poor economic development. The purpose of this research was to find out the effect of interest rate
caps on the banks’ performance in Kenya. Therefore, this study sought to test the following hypotheses: there is
no significant difference in the mean banks’ return on equity (ROE) before and after interest rate caps; there is
no significant difference in the mean banks’ growth in loan book during the pre and post cap periods. The study
adopted a descriptive research design. The population of the study was 43 licensed banks that had been
operating in Kenya in the pre and post cap periods. The study used a census sampling method and collected
secondary data from the respective subjects’ annual financial statements. Data analysis was conducted via the
Statistical Package for Social Scientists (SPSS). The study used a paired-sample t-test to examine the research
hypotheses. The mean ROE in the pre-cap period was 0.13 and ROE in the post-cap period was 0.07. There was
a statistically significant difference in the scores for ROE before interest rate capping (M=0.13, SD=0.087) and
ROE after the interest rate capping (M=0.07, SD=0.136) intervention; t (30) =3.174, p=0.003. Also, the study
revealed that there was a significant difference in the scores for growth in loans before interest rate capping
(M=15.56, SD=9.14) and growth in loans after the interest rate capping (M= -0.77, SD=11.33) intervention; t
(30) =6.22, p=0.000. Interest rate capping impacted negatively on the banks’ performance in terms of ROE and
growth in loans. The government should, therefore, review the policy regarding interest rate regulation to
enhance the country’s economic growth.
Key Words: Interest rate capping, commercial banks, and financial performance
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Date of Submission: 26-10-2019 Date of Acceptance: 11-11-2019
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I. Introduction
The Kenyan interest rates cap came into effect in September 2016 due to the high cost of credit and
predatory lending practices by banks (Safavian & Zia, 2018). Safavian and Zia argued that interest rate caps
were meant to promote financial inclusion by availing affordable loans to more people and firms. The regulation
of interest rates was intended to prohibit banks from charging interest on loans at more than 4% above the
Central Bank Rate (CBK, 2018). Interest rate caps can result in financial exclusion and even make loans more
expensive to clients (Maimbo & Henriquez Gallegos, 2014). In some African countries, interest rate caps are put
in place, especially when ordinary citizens and politicians view it as a remedy to reduced economic development
(Mbengue, 2013). Mbengue points out that placing a ceiling on interest rate may discourage financial
institutions from operating in rural areas and make them reduce their transparency on the costing of loans.
Mbengue (2013) argues that an alternative measure like consumer protection should be adopted
because it is effective in curbing bad lending practices. Some governments put a ceiling on interest rate upon
realizing that financial institutions are making huge profits by overcharging their clients on loan products
(Miller, 2013). Karlan and Zinman (2008) found out that in South Africa, a small increase in interest rate made
the demand for loans by the unfortunate people fall significantly. Ekka, Wenner, and Campion (2010) found out
that interest rate caps made microfinance institutions (MFIs) in Latin America and the Carribean reduce the
provision of their services to rural customers. Also, Ekka et al. noted that in Nicaragua, the MFIs were regulated
on the interest rates they were to charge their clients. The regulation made them exert pressure on the
government to be allowed to load new or extra commissions on their financial services, and eventually, their
request was granted. Zetzsche and Dewi (2018) argue that capping of interest rates may deny the poor access to
finance. Ferrari, Masetti, and Ren (2018) opine that rate capping can result in reduced lending, opaque loan
pricing, and reduced loan approval rates. Ferrari et al. found out that more than 76 nations in the world use
interest rate caps, but the scope of capping varies from one country to the other.
Research shows that competitive markets are far much effective than artificial rate ceilings in
regulating the financial institution from raising the price of a loan (Staten, 2008). Staten argues that a binding
Interest rate capping and financial performance of commercial banks in Kenya
DOI: 10.9790/487X-2111022730 www.iosrjournals.org 28 | Page
rate ceiling reduces the amount of credit available to consumers. Ramsay (2010) analyzed interest rate ceilings
and found out that though rate caps were practiced in France and not in the UK, still there was some financial
exclusion in both countries. Ramsay argues that the presence or absence of ceilings does not solve the problem
of financial exclusion, but it can be sorted out through alternative measures such as competition, better
information, and product term regulation. Under the theory of a free-market economy, the forces of demand and
supply are not affected by government intervention hence the prices of goods and services reach their optimum
freely because there is no interference from government agencies (Popper, 2012). A study by Priti (2016) on the
impact of interest rates regulation and exchange rates on the banks’ stocks concluded that changes in the returns
of stocks depend on changes in interest and exchange rates. In a free market, the prices of securities in the
market are influenced by the forces of demand and supply (Ng’ang’a, 2017).
The study by Ng’ang’a (2017) on the effect of interest rate regulation on the banks’ performance found
out that interest rate spread significantly impacted on the performance of commercial banks (p=0.028).
Ng’ang’a argued that the control of interest rates made the banks decline in their performance. Interest rate
capping affected the banking industry in different ways. For instance, in 2017, it was revealed in the Central
Bank of Kenya (CBK)’s report that 59% of the banks felt that the regulation of interest rates affected their
performance in terms of profitability and growth of loans. As per the CBK findings, small banks’ ROE and
return on assets (ROA) declined to 19.8% and 2.3% respectively. Also, a further report revealed that the capping
of interest rates led to rationing of credit to MSMEs, and this lowered the country’s economic growth by 0.4%
as of 2017 (CBK, 2018).
There are few comparative studies on the impact of interest rates regulation on the banks’ performance.
Also, some these studies have only investigated the association between rate capping and the banks’
performance. For instance, a study by Ng’ang’a (2017) found out a significant association between interest rate
and banks’ growth. Amuhinda (2018) examined the effect of interest rate control on the banks’ performance and
found out that they excluded the micro-entrepreneurs and instead advanced credit to large institutions and
government. Olukoye and Juma (2018) studied the effect of interest rate regulation on the performance of
Equity bank. They found that the bank had rationed its loans to its clients since the law on capping became
implemented. Therefore, little research has been done to contrast the banks’ performance during the pre and post
cap periods. Due to that, this study sought to bridge the aforementioned gaps by testing these hypotheses:
H10: There is no significant difference in the mean banks’ return on equity (ROE) before and after interest rate
caps
H20: There is no significant difference in the mean banks’ growth in loan book before and after the interest rate
cap
II. Methods
This research employed a descriptive research design. Through this approach, questions are well
answered, and the characteristics of variables are adequately explained (Cooper & Schindler, 2006). The study
population comprised of all the 43 licensed banks that had been operating in Kenya before and after the interest
rate capping. By using the census approach, all the 43 banks were sampled for data collection. However, 12
banks were excluded because they didn’t meet the inclusion criteria – six of them had been under receivership,
and the rest’s data weren’t available on their online platforms. Hence, the actual sample size used was 31
licensed banks. The census method is appropriate when the population to be studied is very small (Sekaran &
Bougie, 2016).
The study used annual secondary data from the banks’ financial statements for the period 2014-2018.
The banks’ financial performance data for two years during the pre-cap and two years during the post-cap
periods were considered. Therefore, the researcher collected data regarding the banks’ ROE and growth in loans
for the pre-cap period (2014 and 2015) and for the post-cap period (2017 and 1018). Data was entered and
analyzed via SPSS. The research used descriptive statistics (mean and standard deviation) to explain the
characteristics of the variables. The paired-sample t-test was used to establish if there was a significant
difference in the bank’s performance before and after the capping of interest rates.
III. Results And Discussion
The banks’ ROE in the pre and post cap periods
From the results (Table 1 and Table 2), it was established that there was a statistically significant
difference in the scores for ROE before interest rate capping (M=0.13, SD=0.087) and ROE after interest rate
capping (M=0.07, SD=0.136) intervention; t (30) =3.174, p=0.003. Therefore, the null hypothesis that there is
no significant difference in the mean banks’ ROE in the pre and post cap periods was rejected. Also, it was
noted that before the capping, the bank’ performance was excellent with a mean ROE of 0.13, but after the
regulation, their performance declined to a mean ROE of 0.07. This confirms that interest income contributes a
lot to banks’ profitability. The outcomes of this research are in line with Ng’ang’a (2017), who found out that
interest rate spread had a significant impact on the banks’ profitability (p=0.028). This study concurs with
Interest rate capping and financial performance of commercial banks in Kenya
DOI: 10.9790/487X-2111022730 www.iosrjournals.org 29 | Page
Popper (2012), who argued that under the free market economy, the prices of goods and services reach their
optimum freely because there isn’t government interference. Also, the results of this research are consistent with
the outcome of Okwany (2017), where 62% of the respondents reported that the commercial banks’ profits
declined after the law on interest rate regulation became effective. However, the findings of this study differ
with Amuhinda (2018), who found out that interest rate capping had a significant positive impact on the banks’
performance.
The banks’ growth in the pre and post cap periods
The results (Table 1 and Table 2) show that there was a significant difference in the scores for growth
in loans before interest rate capping (M=15.56, SD=9.14) and growth in loans after the interest rate capping (M=
-0.77, SD=11.33) conditions; t (30) =6.22, p=0.000. Consequently, the null hypothesis that there is no
significant difference in the mean banks’ growth in loan book in the pre and post cap periods was rejected. From
the findings, it was noted that before the capping policy, banks had been growing there loan books with an
average of 15.56%, but after the capping, the mean growth of banks’ loan books reduced to -0.77%. This
implies that a quite number of banks might have slowed down their lending to some customers whom they
considered to be risky. The results of this study confirm the CBK (2017) report which revealed that 59% of the
commercial banks felt that the interest rate capping negatively impacted on their performance in terms of
profitability and lending to SMEs and other sectors. The findings of this research are in tandem with the results
of Olukoye and Juma (2018), where respondents agreed with a mean 4.12 that interest rate capping made banks
to slow down lending to micro and small clients because they perceived them to be risky. Moreover, the results
of this study are consistent with Kvwele (2018), who found a significant (p=0.000) association in the mean
banks’ interest income during the pre and post cap times.
Table 1: Paired Samples Statistics
Mean N Std. Deviation Std. Error Mean
Pair 1
Return on Equity Before Capping .12589291 31 .087532764 .015721348
Return on Equity After Capping .07053372 31 .135717046 .024375501
Pair 2
Loan Growth Before Capping 15.56815921 31 9.137203392 1.641090175
Loan Growth After Capping -.77476025 31 11.333738095 2.035599454
Table 2: Paired Samples Test
Paired Differences t df Sig. (2-tailed)
Mean Std.
Deviation
Std.
Error
Mean
95% Confidence
Interval of the
Difference
Lower Upper
Pair 1
Return on Equity Before
Capping - Return on Equity
After Capping
.0553 .0971 .017 .020 .091 3.174 30 .003
Pair 2
Loan Growth Before
Capping - Loan Growth
After Capping
16.343 14.628 2.6272 10.977 21.709 6.220 30 .000
IV. Conclusion
The study established that interest rate capping reduced the banks’ ROE from an average of 0.13 to
0.70. Also, from the results, it was revealed that the intervention reduced the banks’ average growth in loan
books from 15.57% to -0.77%. Therefore, the study confirmed that the regulation of interest rate had a
significant effect on the banks’ performance.
References
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[29]. Zetzsche, D. A., & Dewi, T. R. (2018). The Paradoxical Case Against Interest Rate Caps for Microfinance And: How FinTech and
RegTech Resolve the Dilemma. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.3159202
IOSR Journal of Business and Management (IOSR-JBM) is UGC approved Journal with Sl.
No. 4481, Journal no. 46879.
* Robert Mironga Siriba. " Interest Rate Capping and Financial Performance of Commercial
Banks in Kenya". IOSR Journal of Business and Management (IOSR-JBM), Vol. 21, No. 11,
2019, pp. -.27-30

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Interest Rate Capping and Financial Performance of Commercial Banks in Kenya

  • 1. IOSR Journal of Business and Management (IOSR-JBM) e-ISSN: 2278-487X, p-ISSN: 2319-7668. Volume 21, Issue 11. Series. II (November. 2019), PP 27-30 www.iosrjournals.org DOI: 10.9790/487X-2111022730 www.iosrjournals.org 27 | Page Interest Rate Capping and Financial Performance of Commercial Banks in Kenya Robert Mironga Siriba Department of Accounting and Finance, University of Nairobi, Kenya Corresponding Author: Robert Mironga Siriba Abstract: Interest rate caps can lead to financial exclusion and consequently affect the banks’ performance. In some countries, interest rates regulation is done, especially when ordinary citizens and politicians view it as a remedy for poor economic development. The purpose of this research was to find out the effect of interest rate caps on the banks’ performance in Kenya. Therefore, this study sought to test the following hypotheses: there is no significant difference in the mean banks’ return on equity (ROE) before and after interest rate caps; there is no significant difference in the mean banks’ growth in loan book during the pre and post cap periods. The study adopted a descriptive research design. The population of the study was 43 licensed banks that had been operating in Kenya in the pre and post cap periods. The study used a census sampling method and collected secondary data from the respective subjects’ annual financial statements. Data analysis was conducted via the Statistical Package for Social Scientists (SPSS). The study used a paired-sample t-test to examine the research hypotheses. The mean ROE in the pre-cap period was 0.13 and ROE in the post-cap period was 0.07. There was a statistically significant difference in the scores for ROE before interest rate capping (M=0.13, SD=0.087) and ROE after the interest rate capping (M=0.07, SD=0.136) intervention; t (30) =3.174, p=0.003. Also, the study revealed that there was a significant difference in the scores for growth in loans before interest rate capping (M=15.56, SD=9.14) and growth in loans after the interest rate capping (M= -0.77, SD=11.33) intervention; t (30) =6.22, p=0.000. Interest rate capping impacted negatively on the banks’ performance in terms of ROE and growth in loans. The government should, therefore, review the policy regarding interest rate regulation to enhance the country’s economic growth. Key Words: Interest rate capping, commercial banks, and financial performance --------------------------------------------------------------------------------------------------------------------------------------- Date of Submission: 26-10-2019 Date of Acceptance: 11-11-2019 --------------------------------------------------------------------------------------------------------------------------------------- I. Introduction The Kenyan interest rates cap came into effect in September 2016 due to the high cost of credit and predatory lending practices by banks (Safavian & Zia, 2018). Safavian and Zia argued that interest rate caps were meant to promote financial inclusion by availing affordable loans to more people and firms. The regulation of interest rates was intended to prohibit banks from charging interest on loans at more than 4% above the Central Bank Rate (CBK, 2018). Interest rate caps can result in financial exclusion and even make loans more expensive to clients (Maimbo & Henriquez Gallegos, 2014). In some African countries, interest rate caps are put in place, especially when ordinary citizens and politicians view it as a remedy to reduced economic development (Mbengue, 2013). Mbengue points out that placing a ceiling on interest rate may discourage financial institutions from operating in rural areas and make them reduce their transparency on the costing of loans. Mbengue (2013) argues that an alternative measure like consumer protection should be adopted because it is effective in curbing bad lending practices. Some governments put a ceiling on interest rate upon realizing that financial institutions are making huge profits by overcharging their clients on loan products (Miller, 2013). Karlan and Zinman (2008) found out that in South Africa, a small increase in interest rate made the demand for loans by the unfortunate people fall significantly. Ekka, Wenner, and Campion (2010) found out that interest rate caps made microfinance institutions (MFIs) in Latin America and the Carribean reduce the provision of their services to rural customers. Also, Ekka et al. noted that in Nicaragua, the MFIs were regulated on the interest rates they were to charge their clients. The regulation made them exert pressure on the government to be allowed to load new or extra commissions on their financial services, and eventually, their request was granted. Zetzsche and Dewi (2018) argue that capping of interest rates may deny the poor access to finance. Ferrari, Masetti, and Ren (2018) opine that rate capping can result in reduced lending, opaque loan pricing, and reduced loan approval rates. Ferrari et al. found out that more than 76 nations in the world use interest rate caps, but the scope of capping varies from one country to the other. Research shows that competitive markets are far much effective than artificial rate ceilings in regulating the financial institution from raising the price of a loan (Staten, 2008). Staten argues that a binding
  • 2. Interest rate capping and financial performance of commercial banks in Kenya DOI: 10.9790/487X-2111022730 www.iosrjournals.org 28 | Page rate ceiling reduces the amount of credit available to consumers. Ramsay (2010) analyzed interest rate ceilings and found out that though rate caps were practiced in France and not in the UK, still there was some financial exclusion in both countries. Ramsay argues that the presence or absence of ceilings does not solve the problem of financial exclusion, but it can be sorted out through alternative measures such as competition, better information, and product term regulation. Under the theory of a free-market economy, the forces of demand and supply are not affected by government intervention hence the prices of goods and services reach their optimum freely because there is no interference from government agencies (Popper, 2012). A study by Priti (2016) on the impact of interest rates regulation and exchange rates on the banks’ stocks concluded that changes in the returns of stocks depend on changes in interest and exchange rates. In a free market, the prices of securities in the market are influenced by the forces of demand and supply (Ng’ang’a, 2017). The study by Ng’ang’a (2017) on the effect of interest rate regulation on the banks’ performance found out that interest rate spread significantly impacted on the performance of commercial banks (p=0.028). Ng’ang’a argued that the control of interest rates made the banks decline in their performance. Interest rate capping affected the banking industry in different ways. For instance, in 2017, it was revealed in the Central Bank of Kenya (CBK)’s report that 59% of the banks felt that the regulation of interest rates affected their performance in terms of profitability and growth of loans. As per the CBK findings, small banks’ ROE and return on assets (ROA) declined to 19.8% and 2.3% respectively. Also, a further report revealed that the capping of interest rates led to rationing of credit to MSMEs, and this lowered the country’s economic growth by 0.4% as of 2017 (CBK, 2018). There are few comparative studies on the impact of interest rates regulation on the banks’ performance. Also, some these studies have only investigated the association between rate capping and the banks’ performance. For instance, a study by Ng’ang’a (2017) found out a significant association between interest rate and banks’ growth. Amuhinda (2018) examined the effect of interest rate control on the banks’ performance and found out that they excluded the micro-entrepreneurs and instead advanced credit to large institutions and government. Olukoye and Juma (2018) studied the effect of interest rate regulation on the performance of Equity bank. They found that the bank had rationed its loans to its clients since the law on capping became implemented. Therefore, little research has been done to contrast the banks’ performance during the pre and post cap periods. Due to that, this study sought to bridge the aforementioned gaps by testing these hypotheses: H10: There is no significant difference in the mean banks’ return on equity (ROE) before and after interest rate caps H20: There is no significant difference in the mean banks’ growth in loan book before and after the interest rate cap II. Methods This research employed a descriptive research design. Through this approach, questions are well answered, and the characteristics of variables are adequately explained (Cooper & Schindler, 2006). The study population comprised of all the 43 licensed banks that had been operating in Kenya before and after the interest rate capping. By using the census approach, all the 43 banks were sampled for data collection. However, 12 banks were excluded because they didn’t meet the inclusion criteria – six of them had been under receivership, and the rest’s data weren’t available on their online platforms. Hence, the actual sample size used was 31 licensed banks. The census method is appropriate when the population to be studied is very small (Sekaran & Bougie, 2016). The study used annual secondary data from the banks’ financial statements for the period 2014-2018. The banks’ financial performance data for two years during the pre-cap and two years during the post-cap periods were considered. Therefore, the researcher collected data regarding the banks’ ROE and growth in loans for the pre-cap period (2014 and 2015) and for the post-cap period (2017 and 1018). Data was entered and analyzed via SPSS. The research used descriptive statistics (mean and standard deviation) to explain the characteristics of the variables. The paired-sample t-test was used to establish if there was a significant difference in the bank’s performance before and after the capping of interest rates. III. Results And Discussion The banks’ ROE in the pre and post cap periods From the results (Table 1 and Table 2), it was established that there was a statistically significant difference in the scores for ROE before interest rate capping (M=0.13, SD=0.087) and ROE after interest rate capping (M=0.07, SD=0.136) intervention; t (30) =3.174, p=0.003. Therefore, the null hypothesis that there is no significant difference in the mean banks’ ROE in the pre and post cap periods was rejected. Also, it was noted that before the capping, the bank’ performance was excellent with a mean ROE of 0.13, but after the regulation, their performance declined to a mean ROE of 0.07. This confirms that interest income contributes a lot to banks’ profitability. The outcomes of this research are in line with Ng’ang’a (2017), who found out that interest rate spread had a significant impact on the banks’ profitability (p=0.028). This study concurs with
  • 3. Interest rate capping and financial performance of commercial banks in Kenya DOI: 10.9790/487X-2111022730 www.iosrjournals.org 29 | Page Popper (2012), who argued that under the free market economy, the prices of goods and services reach their optimum freely because there isn’t government interference. Also, the results of this research are consistent with the outcome of Okwany (2017), where 62% of the respondents reported that the commercial banks’ profits declined after the law on interest rate regulation became effective. However, the findings of this study differ with Amuhinda (2018), who found out that interest rate capping had a significant positive impact on the banks’ performance. The banks’ growth in the pre and post cap periods The results (Table 1 and Table 2) show that there was a significant difference in the scores for growth in loans before interest rate capping (M=15.56, SD=9.14) and growth in loans after the interest rate capping (M= -0.77, SD=11.33) conditions; t (30) =6.22, p=0.000. Consequently, the null hypothesis that there is no significant difference in the mean banks’ growth in loan book in the pre and post cap periods was rejected. From the findings, it was noted that before the capping policy, banks had been growing there loan books with an average of 15.56%, but after the capping, the mean growth of banks’ loan books reduced to -0.77%. This implies that a quite number of banks might have slowed down their lending to some customers whom they considered to be risky. The results of this study confirm the CBK (2017) report which revealed that 59% of the commercial banks felt that the interest rate capping negatively impacted on their performance in terms of profitability and lending to SMEs and other sectors. The findings of this research are in tandem with the results of Olukoye and Juma (2018), where respondents agreed with a mean 4.12 that interest rate capping made banks to slow down lending to micro and small clients because they perceived them to be risky. Moreover, the results of this study are consistent with Kvwele (2018), who found a significant (p=0.000) association in the mean banks’ interest income during the pre and post cap times. Table 1: Paired Samples Statistics Mean N Std. Deviation Std. Error Mean Pair 1 Return on Equity Before Capping .12589291 31 .087532764 .015721348 Return on Equity After Capping .07053372 31 .135717046 .024375501 Pair 2 Loan Growth Before Capping 15.56815921 31 9.137203392 1.641090175 Loan Growth After Capping -.77476025 31 11.333738095 2.035599454 Table 2: Paired Samples Test Paired Differences t df Sig. (2-tailed) Mean Std. Deviation Std. Error Mean 95% Confidence Interval of the Difference Lower Upper Pair 1 Return on Equity Before Capping - Return on Equity After Capping .0553 .0971 .017 .020 .091 3.174 30 .003 Pair 2 Loan Growth Before Capping - Loan Growth After Capping 16.343 14.628 2.6272 10.977 21.709 6.220 30 .000 IV. Conclusion The study established that interest rate capping reduced the banks’ ROE from an average of 0.13 to 0.70. Also, from the results, it was revealed that the intervention reduced the banks’ average growth in loan books from 15.57% to -0.77%. Therefore, the study confirmed that the regulation of interest rate had a significant effect on the banks’ performance. References [1]. Amuhinda, R. . (2018). Effect of interest rate capping on performance of commercial banks in Kenya. (master’s thesis). Retrieved from http://erepository.uonbi.ac.ke/bitstream/handle/11295/105545/Amuhinda_Effects of Interest Rate Capping on Performance of Commercial Banks in Kenya.pdf?sequence=1&isAllowed=y [2]. CBK. (2017). Credit officer survey (December 2016), 1–14. [3]. CBK. (2018). Summary on the study on interest rate caps-February 2018. [4]. Central Bank of Kenya. (2018). The Impact of Interest Rate Capping on the Kenyan Economy. [5]. Cooper, D. R., & Schindler, P. S. (2006). Business research methods. Business. https://doi.org/9781285401188 [6]. Ekka, R., Wenner, M., & Campion, A. (2010). Interest rates and implications for microfinance in Latin America and the Caribbean. Retrieved from https://publications.iadb.org/handle/11319/4298 [7]. Emmanuelle, J. (2003). Monetary and fiscal policy. Kenya: University of Nairobi. [8]. Ferrari, A., Masetti, O., & Ren, J. (2018, April 3). Interest Rate Caps: The Theory and the Practice. Retrieved from https://papers.ssrn.com/sol3/papers.cfm?abstract_id=315597 [9]. Friedman, M. (1995). The role of monetary policy. In Essential Readings in Economics (pp. 215-231). Palgrave, London. [10]. Karlan, D. S., & Zinman, J. (2008). Credit Elasticities in Less-Developed Economies: Implications for Microfinance. American Economic Review, 98(3), 1040–1068. https://doi.org/10.1257/aer.98.3.1040
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