A Panel Data Analysis of Rice Production in Ngawi Regency, East Java

DOI

10.2991/assehr.k.201010.031How to use a DOI?

Keywords

rice production, panel data regression, time series, cross section

Abstract

Agriculture is one of the key sectors of the economy in Indonesia. Among some subsectors of agriculture, food crops is an important sub-sectors in the development of Indonesia. Widely consumed food crops are rice in Indonesian society. Based on data from the Ministry of Agriculture, East Java, Indonesia is the largest rice producers with rice production reached 13.13 million tons or 16.1% of total national production in 2016. Among the total 29 districts and 9 cities in East Java, the Ngawi district that ranks as the fifth largest rice producing areas in East Java. This study focused on identifying the influence of harvested area (X1), productivity (X2), machinery/agriculture (X3), and extensive irrigation (X4) on rice production in Ngawi. The analysis uses panel data regression. We obtained the Fixed Effect Model with R2 values of 99.59% as the best model. The Fixed Effect Model interprets that every district has a different intercept without the effects of time. Additionally, the factors affecting rice production are harvested area and productivity.

Copyright

© 2020, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Dina Tri Utari
AU  - Tyas Yuliana
AU  - Andrie Pasca Hendradewa
PY  - 2020
DA  - 2020/10/11
TI  - A Panel Data Analysis of Rice Production in Ngawi Regency, East Java
BT  - Proceedings of the 2nd International Seminar on Science and Technology (ISSTEC 2019)
PB  - Atlantis Press
SP  - 212
EP  - 217
SN  - 2352-5398
UR  - https://doi.org/10.2991/assehr.k.201010.031
DO  - 10.2991/assehr.k.201010.031
ID  - Utari2020
ER  -