EFFECT OF SELECTED AGRICULTURAL FINANCING POLICIES ON CROP PRODUCTION IN NIGERIA

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ABSTRACT

 

The study analyzed the effect of selected agricultural financing policies on crop production in Nigeria from the period 1980- 2016. Specifically the study analyzed the trend in growth rates of selected agricultural financing policies such as the Agricultural Credit Guarantee Scheme Fund (ACGSF), Agricultural Development Programme (ADP), Bank of Agriculture (BOA), and crop output; established whether there is stagnation, acceleration and deceleration on crop production as well as in the funds provided by the selected agricultural financing policies, compared that mean difference in the  value of funds provided for crop production under ACGSF, BOA and ADP; examined the form of causality between the selected agricultural financing policies and crop production and determined the long-run and short-run effects of selected agricultural financing policies on crop production within the reference period. Time series data were used for the study. Data were analyzed using trend analysis, z- test, Granger causality test and Autoregressive Distributive Lag (ARDL) model. The study showed that crop output and financing provided under ACGSF, BOA and ADP increased overtime within the reference period having assumed R2values of 0.880, 0.926, 0.884 and 0.897 with all being significant at (p<0.01) level respectively. The study revealed a compound growth of crop output at 5.3% per annum, 1.8%per annum for Agricultural Credit Guarantee Scheme Fund (ACGSF), 2.3%per annum for Bank of Agriculture (BOA) and 1.2% per annum for Agricultural Development Programme (ADP). The study revealed that growth of crop output and those of selected financing polices were slow. The study revealed that the rate of growth of Crop output, and financing provided under Agricultural Credit Guarantee Scheme Fund (ACGSF) and Agricultural Development Programme (ADP) decelerated within the period under review. Bank of Agriculture disbursed more funds for crop production than ACGSF and ADP during the period under review. The finding showed that the variable of crop output and Agricultural Credit Guarantee Scheme Fund (ACGSF), Bank of Agriculture (BOA) and Agricultural Development Programme (ADP) maintained a unidirectional relationship throughout the period under study. Agricultural Credit Guarantee Scheme Fund, Agricultural Development Program, real exchange rate, food importation and government policy on interest rate boosted and enhanced crop production output. Also, area of land under cultivation, Agricultural Credit Guarantee Scheme Fund, Bank of Agriculture, Agricultural Development Programme, real exchange rate and government policy on interest rate affected crop output positively on the long run. Area of land under cultivation, AGCGSF and BOA significantly influenced crop output in the short run. It is therefore recommended that government should enhance growth in crop output by ensuring timely allocation of funds through the selected financing schemes, institutions and programmes to the agricultural sector. Government should also sustain agricultural financing polices schemes, programmes and institutions so as to continue to increase crop production and guarantee food security in the country.




TABLE OF CONTENT

Title Page                                                                                                                                i

Declaration                                                                                                                            ii

Certification                                                                                                                            iii

Dedication                                                                                                                               iv

Acknowledgements                                                                                                                v

Table of Contents                                                                                                                   vii

List of Tables                                                                                                                          xi

Abstract                                                                                                                                   xiv

CHAPTER 1: INTRODUCTION

1.1  Background to the Study                                                                                                        1

1.2  Statement of  Problem                                                                                                            5

1.3 Objectives of the Study                                                                                                    8

1.4 Research Hypotheses                                                                                                        9

1.6 Justification of the Study                                                                                                  10

1.7 Scope of Study                                                                                                                  11

CHAPTER 2: REVIEW OF RELATED LITERATURE

2.1    Conceptual Framework                                                                                                 12

2.1.1 Concept of agricultural policy                                                                                       12

2.1.2 Concept of agricultural finance                                                                                     13 

2.1.3 Concept of agricultural financing policy                                                                       14

2.1.4 Concept of crop production                                                                                           14

2.1.5 Previous studies on Nigeria agriculture                                                                        15

2.1.6 Review of agricultural financing structure in Nigeria.                                                                                                                                         16

2.1.7   Review of the Nigerian agricultural policy                                                                       19                                                    

2.1.8   Overview of selected Nigerian agricultural financing policies                                           20

2.1.9   Problems of agricultural policy implementation                                                         26

2.1.10  Financial implication in the agriculture sector                                                           27

2.1.11  Overview of financial instruments for the agricultural sector                                            28

2.1.12   Review of agricultural financial policies around the globe                                     31

2.2     Theoretical Review                                                                                                       34

2.2.1    Financing theories                                                                                                      34

2.2.1.1  Theory of investment and financing decisions                                                          34 

2.2.1.2  Two-fund theorem                                                                                                     37

2.2.1.3  Theory of financial intermediation                                                                            38

2.2.2   Theories of production                                                                                                39

2.3     Empirical Studies                                                                                                         42

2.4    Analytical Framework of the Study                                                                              44                            

2.4.1  Stationarity properties of time series data                                                                    44

2.4.2  Basic unit root theory                                                                                                   45

2.4.3  Testing for serial correlation                                                                                        48

2.4.4  Comparison of the mean variation between two population samples                             49                

2.4.5   Trend analysis model                                                                                                   50

2.4.6  Granger causality test                                                                                                   53

2.4.7   Autoregressive distributed lags (ARDL) approach                                                     54

CHAPTER 3: METHODOLOGY

3.1   Study Area                                                                               59

3.2   Method of Data Collection                                      60

3.3   Analytical Techniques                                                                61

3.4 Model Specification                                                62

3.5 Diagnostic Test: Stationary Properties of the Variables used in the Analysis                           70                          

CHAPTER 4: RESULTS AND DISCUSSION

4.1   Trend in Growth Rate of Agricultural Crop Output, Agricultural Credit Guarantee Scheme Fund, Bank of Agriculture Fund and Agricultural Development  Programme Fund          73

4.2    Establishment of Acceleration, Deceleration or Stagnation in Agricultural Crop Outputs, Agricultural Credit Guarantee Scheme Fund (ACGSF), Bank of Agriculture (BOA) and Agricultural Development Programme (ADP)              79

 

4.3     Variability in the Mean Value of Funds Provided For Crop Production Under Agricultural Schemes (ACGSF), Institutions (Boa) and Programme (ADP)            81

      

      4.4     Form of Causality between the Selected Agricultural Financing Policies and Crop Production In Nigeria       83

4.5    Effect of Agricultural Financing Policies on Crop Production                                               85

4.6    Hypotheses Testing                                    97


CHAPTER 5; SUMMARY, CONCLUSION AND RECOMMENDATIONS

5.1 Summary                                                  102

5.2 Conclusion                                                        107    

5.3 Recommendations                                                                      108

      References                                                                                                          

 

 


 

 

LIST OF TABLES

3.1 Result of unit root test for logged variables with intercept used in the analysis         71

 

3.2 Result of unit root test for variables with intercept and deterministic trend used in the analysis              72

 

4.1 Estimated trend equations for crop output, ACGSF, BOA fund and ADP fund (1980 –2016)            73

 

4.2 Compound growth rates of the Agricultural crop output, ACGSF, BOA and ADP in Nigeria (1980-2016)                          75

 

4.3 Doubling time (Years) of the compound growth rates of Agricultural crop output, ACGSF, BOA and ADP in Nigeria (1980 -2016)       78

 

4.4 Estimated quadratic equations in time variables for crop Output, ACGSF, BOA and ADP  in Nigeria (1980 -2016)                              79

 

4.5 Test of significance of the difference between the mean value of funds provided for crop production under ACGSF, BOA, and ADP in Nigeria (1980 – 2016)                         81

 

      4.6  Granger causality test between the selected agricultural financing policies and crop production in Nigeria                 84

 

      4.7 Unparameterized estimation of the effects of selected agricultural financing policies on crop production in Nigeria (1980 – 2016)           86

 

      4.8   ARDL estimation of the long-run and short-run effects of agricultural financing polices on crop production in Nigeria (1980 – 2016)           92

 

4.9   Apriori testing for hypothesis one                                             97

4.10: Apriori testing for hypothesis two                                             97

4.11: Apriori testing for hypothesis three                                           98

4.12: Apriori testing for hypothesis four                                           99

4.13: Apriori testing for long-run influence of agricultural financing policies on  crop production 100

4.14: Apriori testing for short-run influence of agricultural financing policies on  crop production              101

 

 




 

                                                                CHAPTER 1

             INTRODUCTION


1.1BACKGROUND TO THE STUDY

The relevance of the agriculture in the development and sustainability of the Nigerian economy remained highly placed as a key factor in the drive up and sustenance of the Nation’s economy from recession. The relevance of agriculture is seen in its immense contribution towards the growth and sustainability of the Nigeria economy through provision of food for the increasing population which account for 70% of total employment, 40% of total exports, and one-third of Gross Domestic Product (GDP), supply of adequate raw materials to the growing industrial sector, generation of foreign exchange earnings, and, provide markets for products from agrarian sector (Okezie et al., 2012; Nnamerenwa, 2012).  The Nigerian policy strategy was for agricultural sector to be used to enhance National economic growth (Manyong et al. 2003). This is because agriculture traditionally provides a sustainable pathway to economic growth alongside the industrial sector.

Several policies have been formulated by both past and present government of Nigeria to see to the revitalization and sustenance of the sector. This is important considering the role the agrarian sector plays in food production and food security. Agriculture sector before the oil boom contributed 63 percent and 54 percent to Nigerian gross domestic product in the 1950s and 1960s respectively (Aigbokhan, 2001). The sector’s share in GDP though declined in the post oil boom period, but yet maintained a persistent increase. For example, between the 70’s and 80’s, the share of agricultural sector in real gross domestic product (RGDP) in Nigeria averaged 29.2 percent, though it was 33.3 percent between 1980 and 2000, 41.2% between 2001 and 2009, and 21.32% between 2010 and 2017 (CBN, 2018). The emergence of oil in the 70s as the major foreign exchange earner marked the relative neglect of agriculture and the emergence of the structural distortion of the Nigerian economy (Onyebinama, 2007). Decline in agricultural production level and its contribution towards the development of the Nation’s economy does not indicate that the sector has been displaced by the attractive oil sector, but recorded poor output due to neglect by the government on the financial support being allotted to the crop sub-sector and the agricultural sector in general, as the oil sector became the major foreign exchange earner of the economy (Michael, 2017)

 The aftermath of such decline in granting financial support to the agricultural sector is that Nigeria has lost her identity as a net exporter of agricultural produce (majorly crops) to a large-scale importer of the same commodities during the period since 1973 till now. According to Onyebinama and Nnamerenwa (2013), the preference for agricultural development to maintain the economy dwindled in the country both on the part of the government and farmers with the emergence of crude oil. Thus, as preference for agricultural development diminished, willingness to allocate adequate credit facility to the agricultural sector for production purposes dwindled as well (Nnamerenwa, 2012) and this is due to poor agricultural financing policy. The agrarian sector has a strong linkage with the economy; thus, concern for agricultural financing policies and the economy (Uche, 2011). 

The current level of crop output in Nigeria nowadays has raised a lot of concern as to the food security of the nation considering that the crop sub-sector of the total agricultural sector prior  to now constitutes about 65% of the total contribution of the agriculture to GDP (Mbanasor, 2017). There has been a consistent fluctuation in crop production level while the share of agricultural sector in gross domestic product declined. Under such circumstances, food imports and foreign exchange disbursements on such imports are bound to increase tremendously (Nnamerenwa, 2012). Food security issues started to emanate in the 1970s when it became apparent that Nigerian agricultural sector could no longer perform its assumed roles (Mejeha, 2001). This became more pronounced with the rapid decline in exports of major agricultural commodities and shortage in domestic food supply. The dismal performance of the crop sub-sector was due to many disincentives. A typical case of such disincentive is the paucity of financial support which the sub-sector necessarily needs. Thus, allocation of credit to farmers for crop production purposes is a major factor in determining total production and to ensure an increase in productivity (Odoemenem and Obinne, 2010). One of the financial challenges faced by crop farmers in Nigeria is the diversion of fund meant for agricultural developmental plan to other non- agricultural businesses for profit by commercial bank operators and stakeholders in agriculture. Therefore, poor financing of the crop sub-sector and the general agricultural sector is expected to reflect in the output from the sub-sector/sector. Kehinde (2012) asserted that sustainability in the development of agriculture is propelled by agricultural policies and one of such policies is the agricultural financing policy.

Agriculture financing policy is defined as a development strategy which promotes investment in agriculture, and adoption of improved technologies necessary to enhance the economic growth. Although agriculture finance policy is one of the growth factors, it is the determining factor towards attaining the objectives of development. Agricultural financing policies are assisted by sub-policies that promote the growth of the agricultural sector.  Implementation of agricultural financing policies however is supported by macro-economic policies that provides conducive environment for agricultural sectors to grow laterally with other sectors (Uche, 2011). The macro-economic policies have positive effect on profitability and growth of the agricultural sector and farmers’ welfare as it concerns the flow of funds to the sector in terms of budgetary allocation, subsides, credit, taxes and thus, must be mutually reinforcing with the agricultural sector policies.  The macro-economic policies affecting the agricultural sector includes the       (1) fiscal (2) monetary (3) trade (4) budgetary and other policies that govern macro - economic prices (Uche, 2011).The purpose of agricultural financing policies is to establish and sustain an effective agricultural financing schemes, programmes and institutions that would provide access to micro and macro credit facilities for the micro, small, medium and large-scale producers, processors and marketers in Nigeria. Federal Government of Nigeria (FGN) however recognized the need for sustaining the agricultural sector early enough, that it decided to institute policies that promote access to finance and financial infrastructure for agricultural production, with the sole aim of achieving the country’s developmental goals.

The Federal Government at various periods do put in place agricultural financing policies and established multiplicity of credit schemes, institutions and programmes and that would enhance farmers’ access to credit (Nnamerenwa, 2012; Mejeha, 2001; Ijaiya, Abdulraheem, Abdullahi and Ijaiya, 2009; and Nwosu,Oguoma, Ben-Chendo and Henri-Ukoha, 2010). These were intended to sustain the agricultural sector which had made a significant contribution to employment generation, food production, foreign exchange generation and industrial inputs provision in Nigeria (Daramola, Ukeje and Mclntire, 2007). Some of such impressive policies includes the Agricultural Credit Guarantee Scheme Fund (ACGSF), which was established in 1978; Nigerian Agricultural, Cooperative and Rural Development Bank –  NACRDB (Now known as Bank of Agriculture Ltd) established in 1972, and the Agricultural Development Programme established in 1975 ( Eze et al., 2010; Nwosu, Oguoma, Ben-Chendo and Henri-Ukoha, 2010). These schemes were established to provide financial support to farmers. For instance, the ACGSF was established by decree number 20 of 1977 but commenced effectively in 1978 (Awotide et al, 2015; Nwosu et al., 2010, Mejeha, 2001). The scheme is meant to provide 75 percent collateral for credits granted by the banks to the agrarian sector in case of default (Eze et al., 2010). The risky and unpredictable nature of agricultural production especially crop production, the importance of agriculture to the economy, the decision to provide additional incentives to enhance the growth of agriculture in other to tackle the issue of food insecurity, and the increasing demand by the lending financial institutions for appropriate risk aversion measures in agricultural lending among other reasons provided justification for the establishment of these credit schemes by the Nigerian Government .

Although the government has made significant efforts at making good agricultural policies through schemes, institutions and programmes, it has not been able to promote them with adequate budgetary allocation and financing coupled with corruption in the execution of the policies especially as it concerned with crop production.Therefore, this thesis is poised to unveil the effect of agricultural financing policies through selected schemes on crop production in Nigeria between 1980 and 2016.


1.2         STATEMENT OF PROBLEM

For a developing country with  dependence on  oil  economy  such  as  Nigeria, Government’s indifference to agriculture indicates great  danger  to  the  economy. Financing  agriculture  has,  however,  been  revealed  not  to  be  adequate enough to  meet  the  objectives  of  Government  Agricultural  policies  (IFPRI,  2003). Despite the indispensable relevance of agriculture in Nigeria’s economy, the sector has suffered deterioration over the years due to inconsistent and poorly conceived government policies including the financing policy (Nnamerenwa, 2012; Mejeha, 2001; Ijaiya, Abdulraheem, Abdullahi and Ijaiya, 2009). The inconsistency and poorly conceived government policies on agriculture have been analyzed in three periods namely the period of agricultural discrimination (1960-1970), the government intervention period (1970-1985), and the Structural Adjustment Programme  period (1986-1993) (Adebiyi and Babatope,2004). The period of agricultural discrimination was characterized by active discrimination against agriculture, export restrictions and restriction of duties on food crops, of which all were disincentives to domestic agricultural production. During the government intervention periods, Agricultural sector continued to suffer poor implementation of government policies with diversion of interest to policies that enhanced crude oil exploration and exportation, and thus neglect the agricultural sector. During the Structural Adjustment Programme (SAP) policy period, the aim was to eliminate price distortion and enhance market liberalization among other objectives, in a bid to improve growth and development. Yet, the adjustment did not last long (7 years) and never protected the agricultural sector financing policies overtime (Adebiyi and Babatope, 2004). Agricultural sector continues to suffer unfavorable government financing policies (Nnamerenwa, 2012).

According to CBN (2012), current Agricultural contributions to the GDP was placed at 42% (a far cry from its pre and post-independence position of 65%), having recovered from a declined contributions of 30% in the last decade of the last century, despite having invested over N300 billion into the sector through the Bank of Agriculture (BOA Ltd), Agricultural Credit Guarantee Scheme Fund (ACGSF), Agricultural Development Programme (ADP), among others. Nnamerenwa (2012) noted that inconsistent agricultural financing policies hunts growth and development of agriculture in Nigeria and sits in the core of the numerous factors that impedes her economic growth.  

Poor financing of the crop production hampers agricultural development. Prior to the structural adjustment era, there was increase in the lending portfolios of financial institutions to the farmers but at concessionary rates. The agricultural lending was considered problematic, riskier and unprofitable relative to other sectors. The advent of deregulation however, erased the idea of concessionary lending by banks. Federal Ministry of Agriculture and Rural Development (2016), in their reports revealed that Bank loans to agricultural sector in nominal terms, over the years have increased from about N230 million (then about $233 million) in 1978 to N262 billion ($2.23 billion) in 2005 (CBN, 2007), to over N398 billion 2015. However, the growth in level of investment in agriculture is less compared with investment in other economic sectors in Nigeria.

Generally, the past performance of State- or donor-sponsored rural finance operations has fallen substantially short of expectations. Many of the institutions established or supported primarily for delivering financing policies have not evolved into self-sustained financing institutions. The schemes have reached a minority of the rural population, often resulting in benefits in the form of negative [real] on-lending interest rates which become an unintended ‘grant element,’ captured by wealthy and influential farmers.

Nigerian annual food import  bill  since  2008  has  been hovering  around  $4bn  (about  N630  bn)  yearly  of  which,  in the  year  2010  alone,  for example rice  importation  bill  was  $1bn  (N155 bn),  wheat  $1.1bn  (N165 bn),  fish  $0.7bn (N 105 bn),  sugar $0.4bn  (N 60bn),  etc,  according  to  the  2010  annual  report  of  CBN.  By  2012,  Nigeria  annual import bill  on  rice  alone  had  exceeded  $2.0bn  (N365bn-[N1bn daily]). It  is  said  that  a  strong  and efficient  agriculture  should  ensure,  in a  nation,  adequate  food  security  for the growing population, generate  employment,  provide enough  raw  materials  for  the  industries and sustenance  of  equilibrium in balance  of payment.

Report shows that the gross  domestic  product  (GDP)  of  Nigeria agriculture  has  continued  to  decline  drastically (NEEDS,  2004) .  This indeed is  worrisome considering  the  number  of  agricultural  schemes, institutions and  programmes which have been introduced by government as part of its policies  to  boost  crop production in Nigeria  such as Agricultural Credit Guarantee Scheme Fund (ACGSF), Agricultural Development Programme (ADP), Bank of Agriculture (BOA  Ltd), among  others. Therefore, against this backdrop that this study analyzed the Effect of selected agricultural financing policies on crop production in Nigeria. It is in view of the fore-goings that this study raised the following questions:

(i)          What was the trend in growth rates of crop production and of agricultural financing policies of schemes, institutions and programmes in Nigeria for the period 1980 – 2016?

(ii)         Was there stagnation, acceleration or deceleration in agricultural crop output and in agricultural financing policies of schemes, institutions and programmes in Nigeria for the period 1980 – 2016?

(iii)       Were there differences in the mean value of loan made available for crop production under agricultural financing policies of schemes, institutions and programmes in Nigeria within the reference period?

(iv)       What was the form of causality between crop production and agricultural financing policies of schemes, institutions and programmes in Nigeria within the reference period?

(v)         What were the short-run and long-run effects of agricultural financing policies of schemes, institutions and programmes on crop production in Nigeria within the reference period.

1.3 OBJECTIVES OF THE STUDY

The broad objective of the study was to analyze the effect of selected agricultural financing policies on crop production in Nigeria (1980 – 2016).

The specific objectives of the study are to;

(i)         analyze the trend in growth rates of crop production and of agricultural financing policies of schemes, institutions and programmes in Nigeria for the period 1980 – 2016;

(ii)       establish whether there was deceleration, stagnation or acceleration in agricultural crop output and in agricultural financing policies of schemes, institutions and programmes in Nigeria for the period 1980 – 2016;

(iii)      compare the difference in the mean value of loan made available for crop production under agricultural financing policies of schemes, institutions and programmes in Nigeria within the reference period;

(iv)      ascertain the form of causality between crop production and agricultural financing policies of schemes, institutions and programmes in Nigeria within the reference period;

(v)        determine the short-run and long-run effects of agricultural financing policies of schemes, institutions and programmes on crop production in Nigeria within the reference period.


1.4 RESEARCH HYPOTHESIS

The following null hypotheses were tested in this study.

HO1: There was no positive significant growth in trend of selected agricultural financing policies and crop production in Nigeria for the period 1980 – 2016.

HO2: There was no stagnation in the growth of selected agricultural financing policies and crop production in Nigeria for the period 1980 – 2016.

HO3: There was no significant difference in the mean values of selected agricultural financing policies in Nigeria within the reference period.

HO4: There was no causality between selected agricultural financing policies and crop production in Nigeria within the reference period

HO5: Agricultural financing policies did not positively and significantly influence crop production in Nigeria in the short-run and long-run within the reference period.

 

1.5 JUSTIFICATION OF THE STUDY

The  significance  of  this research study  presents  the  value  or  contribution  which  the research  made to  the  existing  knowledge.  Obasi (1999),  opined  that research  is  most  important  tool  for  advancing  knowledge  and  equips  man  to  mutually relate more effectively  to  his environment. Theoretically,  this  study when completed would contribute immensely  to  the growth  of  already established theories  in   sciences  particularly  in  agricultural sciences by  helping  to  enrich  the  bank  of  knowledge  through  its  reliable  findings  on  the assessment  of  the  effect  of  agricultural financing policies  on  crop production in Nigeria.  The study would assist in expanding the frontiers of knowledge through the management of the financing policies in Agriculture sector especially in crop production.

The research study ascertained the progress made by the federal government in improving Nigerian economy through agriculture. Furthermore, the study assisted in unveiling the challenges or factors militating against effective  implementation of government financing policies and programmes on crop production and will make  useful  suggestions  towards  ensuring  the achievement of  goals  of such  agricultural financing policies and programmes. This is important because it is only through viable agricultural financing policies that the government can resuscitate the agricultural sector in terms of crop production, and ensure its target goals and objectives in national development.

This study also contributed greatly to already existing body of literature on issues of agricultural financing policies. Literatures bordering on the effect of agricultural financing policy on Agricultural production were richly available although few were able to justify the current poor state of crop production in Nigeria from financing policy perspectives. In the aspect of its empirical contribution,  this  study would serve  as  a  foundation  or  base for future researchers  who  may  in  due  course  of  time  wish  to  embark  on  the  investigation  of  the effect of agricultural financing policies  on crop production in Nigeria.   In  other  words,  this  research  would  serve  the  academia  as  a  useful  reference tool  which  would stimulate  related research studies on  agricultural  financing policies  and  their  effect on crop production in Nigeria.

This  study  provided  the  policy stakeholders  and  other  key  actors  in  the  government  with  the road-  maps  that  would  necessitate  prompt,  responsive  and  efficient  policy  making  in Nigerian  agricultural crop production sector.  The study suggest the solutions for effectively tackling the frequent failures in Nigerian agricultural financing policies. 

Lastly,  but  not  the  least,  this  study  would  strategically  improve the  practical  steps  in  implementations  of  the  government  agricultural financing policies through  its  recommendation  on  revamping the  public  bureaucracies  in  Nigeria  especially those  concerned  with  the  implementation  of  government financial policies  on  agricultural crop production.


1.6 SCOPE OF STUDY   

This study focused on the evaluation of the effect of agricultural financing policies on crop production in Nigeria. This study covered in detail, past and present government financing policies and programmes on crop production in Nigeria between 1980 - 2016.  

 

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