Table 2: The Development of Smallholders and Smallholdings’ Characteristics in 2012 and 2018. 
No  Variables  Measurement 
Independent   Schemed 
2018
1) 
(n=191) 
2012
2) 
(n=169) 
2018
1) 
(n=124) 
2012
2) 
(n=169) 
1  Smallholders’ age  Year  47.88  47.56  46.33  45.71 
2  Formal education  Year  9.40  8.82  9.85  9.28 
3  Experience  Year  16.92  14.25  19.23  15.40 
4  Dependents  Persons  3  3  3  3 
5  Land area  Ha  2.79  2.25  3,02  2.51 
6  Income  million IDR/month/ smallholder  4.70  2.17  7.67  3.89 
7  Participation  Percent  48.22  0  100  100 
1)  Data Source: Chalil and Zein,2012 
2)  Primary data 
 
The smallholders’ income significantly increased 
around two times for both independent and schemed 
smallholders,  although  the  land  area  increase  were 
lesser.  Interestingly,  in  2018,  not  only  schemed 
smallholders  participate  as  smallholder  groups’ 
members,  but  48.22%  of  the  independent 
smallholders have  also  recorded  as  the  participants. 
The  estimation  results  also  show  that  formal 
education  and  experience  do  not  significantly 
influence  the  level  of  implementation.  On  average, 
smallholders’ level of formal education is less than 10 
years,  both  among  the  independent  and  schemed 
smallholders.    The  condition  is  only  slightly 
improved from 2012 to 2018. Their experiences are 
better,  with  average  length  around  15  years  and 
improved  to  17  to  19  years  in  2018.  In  fact,  the 
surveys  show  in  general  both  independent  and 
schemed  smallholders  do  not  have  sufficient 
knowledge  and  skill  to  utilize  the  Industry  4.0 
technology  to  improve  inclusiveness  in  the  global 
supply chain. 
4  CONCLUSION AND POLICY 
IMPLEMENTATION 
Palm oil supply chain is a long and complex supply 
chain.  Potentially  the  Industry  4.0  that  provide 
automation  and  data  exchange  in  manufacturing 
could  utilize  technologies  to  connect  players  along 
the supply chain. Certification is used as a case of the 
potential  tools  of  connecting  consumers’  demand 
with smallholders’ supply. This means that although 
within  a  long  and  complex  supply  chain,  by 
implementing the RSPO P&C oil palm smallholders 
would  meet  consumers’  demand  on  sustainable 
managed  palm  oil  product.    In  fact,  among  the  39 
RSPO P&C only 10 are relevant with the Industry 4.0 
aspects,  particularly  connection  and  precision. 
Moreover,  on  average  the  smallholders’ 
implementation on the 10 relevant RSPO P&C is still 
low.  Therefore,  it  can  be  concluded  that  RSPO 
certification  is  not  effective  in  improving 
smallholders’  inclusiveness  in  the  palm  oil  global 
supply chain. On one side this implies the needs for 
improving the certification P&C to be more relevant 
with  the  Industry  4.0  aspects.  On  the  other  side, 
smallholders’  knowledge  and  skill  also  need  to  be 
improved so that implementation could be executed 
smoothly. 
ACKNOWLEDGEMENT 
This  work  was  supported  in  part  by  a  Penelitian 
Terapan  (TALENTA  2018)  from  Research  Center, 
Universitas Sumatera Utara. 
REFERENCES 
Gerard, L., 2017. Top 10 Indonesian Palm Oil Companies. 
Retrieved  from  https://www.bizvibe.com/blog/top-10-
indonesian-palm-oil-companies/ 
RSPO  Impact  Update,  2017.  Retrieved  from 
https://rspo.org/toc/RSPO-Impact-Update-Report-
2017_221117.pdf 
RSPO, 2018. Why is only half of the available sustainable 
palm oil sold ?. Retrieced  from 
https://askrspo.force.com/s/article/Why-is-only-half-
of-the-available-sustainable-palm-oil-sold 
Braun, A. T., Colangelo, E., Steckel. T., 2018. Farming in 
the  era  of  industrie  4.0.  51st CIRP Conference on 
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Chalil,  D.,  Zein,  Z.,  2012.  Analisis Implementasi 
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