Conclusion Acknowledgements References Isi Proceedings ISCCFS 2013 TAMRIN

Proceeding of 2013 International Seminar on Climate Change and Food Security ISCCFS 2013 Palembang, South Sumatra -Indonesia, 24-25 October,2013 101 Sumatera 1.46 tonsha. The total family income are Rp 61.45 millions per year, the highest contribution 62.21 from rubber income Rp38.22 millions per year or Rp 3.19 millions per month. The rubber farm househod allocate the family income for their need almost equally, that is food consumption 33.89, non food consumption 33.81 and for investment or saving 32.30. This finding is supported by the Engels Law , where the part of income used for food spending tends to decline when income increases. In other words, the higher income households will spend a smaller part of their income for food consumption [7]. The household working time behavior is affected by rubber farm area, non-rubber farm area, rubber farm income and off farm income. The rubber and non rubber production are influenced by the number of family working time and rubber production cost. The farm household consumption behaviors are affected by total income and the number of family member. This result indicates that the farm household economic behavior will influence each other through their endogenous variables non-recursive behavior . Therefore every decision in their productive activities has to consider other activities, in term of making income to fulfill their family‘s need and increase their welfare. The Estimation of economic behavior model of rubber farm household in this area is presented in Appendix A.

4. Conclusion

Based on the study, there are some sources of family income rubber farm, non rubber farm and off farm. The highest portion of working time for rubber farm, therefore it gives the highest contribution to total income around 62. Mostly, the family income are higher than their expenditure , so they can fulfill their family needs or expenditure for food, non food consumptions and investment in almost equal share . Estimation of simultaneous equation has proved that the behavior of family labor supply working time on productive activities, production and consumptionexpenditure are interact each other, so that one decision will influence the others. The rubber farm household in this area have made accurate decision, where they do not rely merely on rubber farm income due to the unpredicted rubber price and low bargaining position in determining the product price. In order to develop their rubber farm as a competitive commodity, any government intervention policy should consider the rubber farm household as a complex economic behavior like the result of this study.

5. Acknowledgements

The writer is indebted to the staff of Department of Agribusiness for their support, and would not be possible without financial support from the President of Sriwijaya University, South Sumatra, Indonesia. Thank you very much for all their supports.

6. References

[1] Anggraini, R. 2011. Analysis of Rubber Farm Household Economic Behavior Prabumulih. Thesis . Post Graduate Program, Sriwijaya University, Palembang. not published [2] Becker, G.S. 1976. The Economic Approach to Human Behavior. The University of Chicago Press, Chicago. [3] Agriculture Agency of South Sumatera Province. 2011. Rubber Smallholder Area and Production Data. Palembang. [4] Husin, L. 2007. Performance of Oil palm Nucleus Estate Smallholder in South Sumatera: Analysis of Partnership and Farm Household Economic. Dissertation. Post Graduate School, Bogor Agriculture University. Bogor not published. [5] Husin,L and D.,Wulansari. 2012. Economic Behavior of Rubber Farm Household in Prabumulih in Allocation of Labor, Production and Consumption. The research funded by Program Indonesia Managing Higher Education For Relevance and Efficiency I-MHERE, in 2011 budget year. Sriwijaya University, Palembang. [6] Koutsoyiannis, A. 1977. Theory of Econometrics. Second Edition. The Macmillan Press Ltd. London. [7] Nakajima, C. 1986. Subjective Equilibrium Theory of The Farm Household. Elsevier Science Publisher. Amsterdam. [8] Nicholson, W. 2000. Intermediate Microeconomics and Application. Erlangga Press. Jakarta. Proceeding of 2013 International Seminar on Climate Change and Food Security ISCCFS 2013 Palembang, South Sumatra -Indonesia, 24-25 October,2013 102 APPENDIX A A 1. Equation Estimation of Working Time on Rubber Farm Variable Coefficients t-test Probability Elastisity Men Intercept Man Labor for Non Rubber Man Labor for Off-Farm Total Income Rubber Farm Area 1,565 -0.610 -0,500 -0,000003 112,497 7,107 -2,232 -2,186 -0,542 1,381 0,0001 0,0286 0,0320 0,5896 0,1715 - 0.193 -0.097 0.089 0.237 F-test = 5,170 R 2 = 0,22 Women Intercept Woman Labor for Non Rubber Woman Labor for Off-farm Total Income Rubber Farm Area The number of Small Children 1.249,932 -0,274 -0,6 -0,000006 156,3510 -88,975 9,847 -1,333 -4,462 -1,397 2,605 -1,324 0,0001 0,187 0,0001 0,167 0,0111 0,186 - -0,08 -0,14 -0,20 0,38 -0,00 F-test = 8,786 R² = 0.372 A 2. Equation Estimation of Working Time on Non Rubber Farm Variable Coefficients t-test Probability Elastisity Men Intercept Man Labor for Rubber Man Labor for Non Rubber Non Rubber Income Rubber Farm Area Non Rubber Farm Area 286,185 0,063 -0,311 -0,00001 -22,540 205,385 1,371 0,485 -2,967 -3,273 -1,383 5,052 0,175 0,629 0,004 0,002 0,171 0,0001 - 0,198 -0,191 -0,278 -0,151 0,763 F-test =24,044 R² = 0,619 Women Intercept Woman Labor for Rubber Woman Labor for Off-farm Non Rubber Income Rubber Farm Area Non Rubber Farm Area The number of small children 1.211,06 -0,739 -0,438 -0,00002 33,045 232,289 -42,161 1,817 -1,348 -1,965 -1,996 0,602 2,423 -0,358 0,073 0,182 0,053 0,050 0,549 0,018 0,721 - -2,466 -0,615 -0,630 0,269 1,053 -0,015 F-test = 2,020 R² = 0.142 A 3. Equation Estimation of Working Time on Off- Farm Variable Coefficients t-test Probability Elastisity Men Intercept Man Labor for Rubber Man Labor for non rubber Off Farm Income Farm Area 701,473 -0,095 -0,65 0,00001 -31,26 1,709 -0,341 -2,693 2,119 -0,820 0,096 0,734 0,009 0,037 0,415 - -0,49 -1,06 0,26 -0,34 F-test = 7,005 R² = 0.27 Women Intercept Woman Labor for Rubber Woman labor for non rubber Off farm Income Rubber Farm Area The number of small children 1.959,78 -1,40 -0,60 0,000015 109,09 -15,02 2,354 -2,054 -1,386 1,418 1,685 -0,100 0,021 0,044 0,17 0,16 0,10 0,92 -7.261 -1.452 8.792 0.384 0.442 F-test= 11,32 R² = 0. 43 Proceeding of 2013 International Seminar on Climate Change and Food Security ISCCFS 2013 Palembang, South Sumatra -Indonesia, 24-25 October,2013 103 A 4. Equation Estimation of Production of Rubber and Non Rubber Farm Type of Farm Variable Coefficients t-test Probability Elastisity Rubber Intercept Family Labor for Rubber Cost for Rubber Rubber Farm Area Family labor for non rubber Non rubber income 558,125 -0,257 0,00001 1.858 -0,23 0,035 1,806 -1,148 1,284 18,605 -0,837 0,496 0,28 0,25 0,20 0,00 0,40 0,62 - -0,12 0,046 0,99 -0,03 0,01 F-test =329,92 R2 = 0.95 Non Rubber Intercept Family labor for non rubber Cost for non Rubber Non Rubber Farm Area Rubber production 93,12 -0,14 0,00003 1059,50 -0,020 0,63 -0,80 1,50 15,99 -1,19 0,53 0,43 0,14 0,00 0,24 - -0,07 0,06 1,02 -0,06 F-test =316,08 R² = 0,94 A 5. Equation Estimation of Productivity of Rubber Farm Variable Coefficients t-test Probability Elastisity Intercept Rubber Production Rubber Farm Area Family Labor for Rubber Family Labor for Rubber 1.857,23 0,42 -803,010 0,03 -0,06 23,438 8,649 -8,384 0,938 -2,023 0,0001 0,0001 0,0001 0,3511 0,0467 - 1,23 -1,25 0,05 -0,02 F-test =26,059 R² = 0.58 A 6. Equation Estimation of Expendiutre for Consumption and Saving Variable Coefficients t-test Probability Elastisity for Food Intercept Family Income Non food consumption Family Labor for Rubber Number of family member 7575748 0,09 0,10 238,57 1153181 2,700 2,915 1,040 0,228 3,335 0,01 0,03 0,30 0,82 0,00 - 0,25 0,10 0,03 0,25 F-test =15,904 R² = 0,46 for Non Food Intercept Family Income Food Consumption Family Member Cost for Rubber Cost for Non Rubber Family Saving 397186 0,7699 -0,6082 -503963 0,1134 0,4703 -0,8378 0,109 6,772 -1,505 -0,894 2,249 2,655 -4,504 0,91 0,00 0,14 0,37 0,03 0,01 0,00 - 2,07 -0,06 -0,11 0,11 0,01 -0,26 F-test = 51,29 R² = 0,81 Saving Intercept Family Income Food Consumption Family Member Rubber area Non Rubber Area 6257799 0,51 -0,78 -974369 786550 -1801990 1,231 6,821 -1,537 -1,143 0,927 -2,650 0,22 0,00 0,13 0,26 0,36 0,01 - 2,09 -1,18 -0,32 0,17 -0,21 F-test = 31,52 R² = 0,68 Proceeding of 2013 International Seminar on Climate Change and Food Security ISCCFS 2013 Palembang, South Sumatra -Indonesia, 24-25 October,2013 104 The Comparative Analysis of Production and Consumption Behavior of Rice Farmer Households Based on Land Typology and Capital Resources Andy Mulyana 1+ , Yunita 1 , Riswani 1 , and Maryati Mustofa Hakim 1 1 Program Study of Agribusiness Faculty of Agriculture, Sriwijaya University Abstract. The purpose of this research was to analyze differences in rice production and consumption behavior of rice farmers households with different capital sources on irrigated land and rainfed areas in South Sumatra province. A total of 80 respondents selected randomly. Data collected and processed with descriptive statistics and described in tabulation. The results showed that the average of irrigated rice production is higher than the rainfed rice production. The average production of rice farmers with its own capital is higher than farmers with loans and shared equity capital. The consumption of rice farmers household in irrigated rice with their own capital is lower than households with loans and shared equity capital. Similarly, when compared with the average consumption of rice farmers household with their own capital in rainfed land. Rice farmers household‘s food expenditure in rainfed land is higher than farmers household in irrigated land. Keywords: irrigated land, rainfed land, rice production, rice consumption behavior

1. Background