Sains Malaysiana 49(3)(2020): 713-719
http://dx.doi.org/10.17576/jsm-2020-4903-26
The Risk Measurement of Horticultural Price:
A Comparison Based on Financial Access in West Java, Indonesia
(Pengiraan Risiko Harga Hortikultur: Suatu Perbandingan berdasarkan Akses Kewangan di Jawa Barat, Indonesia)
ELIANA WULANDARI*,
DIKA SUPYANDI & ERNAH
Faculty
of Agriculture, Universitas Padjadjaran,
Jl. Raya Bandung-Sumedang km. 21, Jatinangor
45363, Indonesia
Diserahkan: 28 Februari 2019/Diterima: 10 November
2019
ABSTRACT
Access
to finance has been an important issue in minimizing the risk in
agricultural prices. Farmers in Indonesia can access finance from
different financial sources, including from banks, micro finance
institutions (MFIs), farmers’ associations, traders, agricultural
input kiosks, family, and friends. This research was aimed to
investigate the difference of price risk between farmers who had
access to finance from different financial providers and those who
did not, and to analyze the price risk and its relation to some
socioeconomic variables. A survey was conducted to collect data
from selected horticultural farmers, i.e. potato and banana farmers
at the center of potato and banana production in West Java. The
price risk was analyzed using 25th percentile and coefficient of
variation. Moreover, the data were analyzed using independent t-test
to see the difference of the risk between the groups of farmers,
and censored regression model to see the relation between price
risk and some socioeconomic variables. The results show that farmers
who had access to financial sources from MFIs, farmers’ associations,
traders and from other financial sources had a lower price risk
of banana compared to the farmers who did not have access to finance
from those financial providers. The results also show that farmers
having access to finance from traders had lower risk in terms of
the price distribution. The findings suggest the need to enhance
financial access from MFIs, farmers’ associations, and traders since
those finance providers seem to have potency to minimize the farmers’
risk on price.
Keywords:
Access to finance; horticulture;
price risk
ABSTRAK
Akses kepada
pembiayaan merupakan
satu isu penting
dalam meminimumkan
risiko harga pertanian. Petani di Indonesia dapat mengakses pembiayaan daripada pelbagai sumber pembiayaan, termasuk bank, institusi pembiayaan mikro (MFI), persatuan petani, pedagang, kios input pertanian, keluarga dan rakan. Kajian ini
bertujuan untuk
mengkaji perbezaan risiko harga antara
petani yang mempunyai
akses terhadap pembiayaan daripada penyedia
pembiayaan dan
mereka yang tidak serta menganalisis
risiko harga
dan kaitannya dengan
beberapa pemboleh
ubah sosioekonomi. Suatu kajian telah dijalankan untuk
mengumpul data daripada petani hortikultur terpilih, iaitu petani
kentang dan
pisang di pusat pengeluaran kentang
dan pisang di
Jawa Barat. Risiko harga dianalisis
menggunakan persentil
ke-25 dan koefisien
variasi. Tambahan pula, data dianalisis menggunakan uji-t bebas untuk melihat
perbezaan risiko antara
kelompok petani
dan model regresi yang disensor untuk melihat hubungan antara risiko harga
dan beberapa
pemboleh ubah sosioekonomi.
Hasil kajian
menunjukkan bahawa petani yang mempunyai akses kepada sumber pembiayaan
daripada
MFI, persatuan petani,
pedagang dan sumber
pembiayaan lain mempunyai
risiko harga pisang
yang lebih rendah
berbanding dengan petani yang tidak mendapat akses daripada penyedia pembiayaan tersebut. Hasil kajian juga menunjukkan bahawa
petani yang mendapat
akses kepada pedagang
mempunyai risiko
yang lebih rendah daripada segi distribusi harga. Hasil kajian menunjukkan
perlunya meningkatkan
akses pembiayaan daripada
MFI, persatuan petani
dan pedagang kerana
penyedia pembiayaan
tersebut mempunyai potensi untuk meminimumkan
risiko harga
petani.
Kata kunci: Akses kepada pembiayaan; hortikultur; risiko harga
RUJUKAN
Adiprasetyo,
T., Sukisno, Setyowati,
N., Ginting, S. & Handajaningsih,
M. 2015.
The prospect of horticultural organic farming as sustainable agricultural
practice for reducing poverty: The case in Bengkulu City, Indonesia.
International Journal on Advanced Science Engineering
Information Technology 5(6): 402-406.
Agricultural Ministry
of Indonesia. 2011. Pedoman
Teknis Pelaksanaan Pengembangan Hortikultura Tahun 2012. Directorate General of Horticulture,
Agricultural Ministry of Indonesia. Jakarta, Indonesia.
Anwarudin,
M.J.S., Apri, L.S., Aditia,
M.K. & Yusdar, H. 2015. The dynamics of
production and chili price volatility: Strategy anticipate and development
policy. Pengembangan Inovasi Pertanian 8(1): 33-42.
Astuti, R., Marimin,
Machfud, Arkeman, Y., Poerwanto, R. & Meuwissen, M. 2013. Risks and risks mitigations in the supply chain
of mangosteen: A case study. Operations
and Supply Chain Management 6(1): 11-25.
BPS (Central Bureau of Statistics in Indonesia).
2019. Dynamics table output (Output tabel dinamis). https://www.bps.go.id/mod/exportData/exportPDF.php.
Accessed on 21 October
2019.
BPS (Central Bureau of Statistics in Indonesia). 2017a. Provinsi
Jawa Barat dalam
Angka
2017. Statistics of Jawa
Barat Province. ISSN 0215-2169.
BPS (Central Bureau of Statistics in Indonesia).
2017b. Tabel Dinamis Produksi Kentang dan Pisang Indonesia. https://www.bps.go.id/. Accessed
on 20
October 2017.
Bluman, A.G. 2009. Elementary Statistics: A Step by Step Approach.
7th edition. ISBN 978-0-07-353497-8. New York: McGraw - Hill.
Bozoglu,
M. & Ceyhan, V. 2007. Measuring the technical efficiency and
exploring the inefficiency determinants of vegetable farms in Samsun
Province, Turkey. Agricultural
Systems 94: 649-656.
Chembezi, D.M. 1991. Modeling acreage response with risk consideration: The case of estate
tobacco in Malawi. Agricultural Systems 36: 427-438.
Claessens, S. 2006. Access
to financial services: A review of the issues and public policy
objectives. The World Bank
Research Observer 21(2): 207-240.
Erny, Darwanto, D.H., Masyhuri. & Waluyati, L.R.
2019. Farmer’s behavior towards Lembah Palu shallot farm risks in
Central Sulawesi, Indonesia. EurAsian Journal of BioSciences 13: 931-936.
Gebrehiwot,
T. & Van der Veen, A. 2013. Farm level adaptation to climate change:
The case of farmer’s in the Ethiopian Highlands. Environmental Management 52: 29-44. DOI:
10.1007/s00267-013-0039-3.
Girabi,
F. & Mwakaje,
A.E.G. 2013.
Impact of microfinance on smallholder farm productivity in Tanzania:
The case of Irambia District. Asian Economic and Financial Review 3(2): 227-242.
Hamzah, A.A.I.Z., Abu
Bakar, Z.H., Abdul Sani, N.F., Tan, J.K., Ahmad Damanhuri,
M.H., Nor Aripin, K.N., Mohd Rani, M.D.,
Noh, N.A., Razali, R., Mohamad, M., Makpol,
S., Mazlan, M., Abdul Hamid, H. &
Wan Ngah, W.Z. 2016. Relationship between education
and cognitive performance among healthy Malay Adults. Sains Malaysiana 45(9):
1371-1379.
Hardaker,
J.B., Lien, G., Anderson, J.R. & Huirne,
R.B.M. 2015.
Coping with
Risk in Agriculture: Applied Decision Analysis. Wallingford-UK:
CABI Publishing.
Hariyani,
N., Koestiono, D. & Muhaimin,
A.W. 2017.
The risk level of production and price of red
chili farming in Kediri Regency, East Java Province, Indonesia.
Agricultural Socio-Economics Journal 17(02): 81-87.
Hartati,
A. 2007.
The effect of farmer's behavior on the risk of
potato farming efficiency in Wonosobo
District, Central Java. Agroland
14(3): 165-171.
Hasni. 2017. Tempting,
opportunities for exporting horticultural products. Warta Pengkajian Perdagangan
1(13): 2-5.
Kaburuan,
E.R., Jayadi, R. & Harisno. 2019. A design of IoT-based monitoring
system for intelligence indoor micro-climate horticulture farming
in Indonesia. Procedia Computer Science 157: 459-464.
Kurniati, D. 2015. Farmers' behavior towards
the risk of soybean farming in South Jawai
Subdistrict, Sambas District. Jurnal Social Economic of Agriculture 4(1): 32-36.
Lamprinopoulou,
C., Tregear, A. & Ness, M. 2006. Agrifood SMEs in Greece: The role of collective action. British Food Journal 108(8): 663-676.
Ling Hoon Leh, O., Mohamed Musthafa, S.N.A.
& Abdul Rasam, A.R. 2014. Urban environmental
heath: Respiratory infection and urban factors in urban growth corridor
of Petaling Jaya, Shah Alam and Klang, Malaysia. Sains Malaysiana 43(9): 1405-1414.
Ogurtsov,
V.A., Van Asseldonk, M.A.P.M. & Huirne, R.B.M. 2009. Purchase of catastrophe insurance
by Dutch dairy and arable farmers. Applied Economic Perspectives and Policy 3: 143-162.
Rachman, H.P.S. 1997.
Aspek permintaan, penawaran dan tataniaga hortikultura
di Indonesia. FAE
15: 1-2.
Rook, A.J., Dhanoa, M.S. & Gill, M. 1990. Prediction of the voluntary intake of grass silages by beef cattle
2 Principal component and ridge regression analysis. Animal Production 50: 439-454.
Saha, A.A. 1994. Two-season agricultural household model of output and price uncertainty.
Journal of Development Economics
45: 245-269.
Schipmann,
C. & Qaim, M. 2011. Supply chain differentiation,
contract agriculture, and farmers’ marketing preferences: The case
of sweet paper in Thailand. Food
Policy 36: 667-677.
Suherman, Mega Sari, R. & Soeyatno, R.F. 2017.
The impact of the Upsus national program
to the price risk of red chili in Indonesia. Advances in Intelligent Systems Research 149: 67-70.
Slamet, A.S., Nakayasu, A. &
Ichikawa, M. 2017. Small-scale vegetable farmers’ participation in modern
retail market channels in Indonesia: The determinants of and effects
on their income. Agriculture
7(11): 1-16.
Verbeek, M. 2004. A Guide to Modern Econometrics.
4th edition. London: John Wiley &
Sons, Ltd.
Wicaksono,
E. 2014.
The impact of agricultural credit on rice productivity.
International Journal on Advanced
Science Engineering Information Technology 4(5): 20-23.
Wulandari,
E., Meuwissen, M., Karmana,
M.H. & Oude Lansink, A. 2017. Access to finance
from different finance provider types: Farmer knowledge of the requirements.
PloS ONE 12(9): e0179285.
*Pengarang untuk surat-menyurat; email: eliana.wulandari@unpad.ac.id
|