Hello all,
I am doing research based on firm-level unbalanced panel data. Here, I am working on the de-reservation policy impact on the performance of the small-scale manufacturing sector.
The reservation policy is the policy of the Indian government that certain products were exclusively manufactured by small-scale industries from 1967. It was highly criticized by the researchers that it decelerates the overall manufacturing sector growth in India. Finally, the de-reservation of these products started gradually in 1997 and ended in 2015.
Here I plan to analyze incumbent small firms' performance using unbalanced panel data from 2001 to 2020. Here I plan to use the CSDID command in Stata that determines difference-in difference with multiple time periods.
My data looks likes this:
Note that here the variable "yearderesfirst" first is not zero for all the years. It varied between 1997 to 2015. I don't have any issue with the CSDID stata commands.
My doubts are:
Thank you
I am doing research based on firm-level unbalanced panel data. Here, I am working on the de-reservation policy impact on the performance of the small-scale manufacturing sector.
The reservation policy is the policy of the Indian government that certain products were exclusively manufactured by small-scale industries from 1967. It was highly criticized by the researchers that it decelerates the overall manufacturing sector growth in India. Finally, the de-reservation of these products started gradually in 1997 and ended in 2015.
Here I plan to analyze incumbent small firms' performance using unbalanced panel data from 2001 to 2020. Here I plan to use the CSDID command in Stata that determines difference-in difference with multiple time periods.
My data looks likes this:
Code:
* Example generated by -dataex-. For more info, type help dataex clear input str8 Factory_id int Year float yearderesfirst "0000003F" 2002 0 "0000006F" 2010 0 "0000006F" 2017 0 "0000008B" 2019 0 "0000008B" 2020 0 "0000022F" 2017 2007 "0000023F" 2017 0 "0000033F" 2005 0 "0000033F" 2010 0 "0000033F" 2018 0 "0000103F" 2003 2005 "0000103F" 2004 2005 "0000103F" 2011 2005 "0000103F" 2018 2005 "0000106F" 2007 2006 "0000106F" 2014 2006 "0000106F" 2015 2006 "0000108B" 2006 0 "0000108B" 2013 0 "0000108B" 2015 0 "0000108B" 2019 0 "0000110F" 2013 1997 "0000129F" 2005 2008 "0000132F" 2018 0 "0000132F" 2019 0 "0000133F" 2003 2007 "0000133F" 2009 2007 "0000133F" 2010 2007 "0000133F" 2015 2007 "0000206F" 2007 0 "0000206F" 2008 0 "0000206F" 2009 0 "0000206F" 2010 0 "0000206F" 2011 0 "0000206F" 2013 0 "0000206F" 2014 0 "0000206F" 2015 0 "0000206F" 2016 0 "0000206F" 2017 0 "0000206F" 2018 0 "0000206F" 2019 0 "0000206F" 2020 0 "0000208B" 2006 0 "0000208B" 2007 0 "0000208B" 2008 0 "0000208B" 2009 0 "0000208B" 2010 0 "0000208B" 2011 0 "0000208B" 2012 0 "0000208B" 2013 0 "0000209F" 2003 2015 "0000209F" 2005 2015 "0000209F" 2013 2015 "0000209F" 2019 2015 "0000209F" 2020 2015 "0000219F" 2004 0 "0000219F" 2020 0 "0000220F" 2014 0 "0000220F" 2015 0 "0000222F" 2018 0 "0000233F" 2005 0 "0000233F" 2009 0 "0000233F" 2011 0 "0000306F" 2007 0 "0000306F" 2008 0 "0000306F" 2014 0 "0000306F" 2017 0 "0000308B" 2007 0 "0000308B" 2011 0 "0000308B" 2012 0 "0000319F" 2004 0 "0000319F" 2005 0 "0000322F" 2019 0 "0000323F" 2020 2008 "0000333F" 2006 2007 "0000333F" 2011 2007 "0000333F" 2013 2007 "0000333F" 2017 2007 "0000406F" 2007 2008 "0000406F" 2008 2008 "0000406F" 2017 2008 "0000407F" 2019 0 "0000407F" 2020 0 "0000408B" 2006 0 "0000408B" 2010 0 "0000408B" 2016 0 "0000408B" 2017 0 "0000408B" 2018 0 "0000408B" 2019 0 "0000408B" 2020 0 "0000419F" 2004 0 "0000419F" 2005 0 "0000420F" 2011 2007 "0000420F" 2019 2007 "0000420F" 2020 2007 "0000424F" 2001 0 "0000424F" 2003 0 "0000424F" 2007 0 "0000429F" 2001 0 "0000429F" 2011 0 end
Note that here the variable "yearderesfirst" first is not zero for all the years. It varied between 1997 to 2015. I don't have any issue with the CSDID stata commands.
My doubts are:
- Is it possible to include the data after 2015? because the de-reservation ended in 2015.
- How can we interpret CSDID results? Are there any reference materials available?
- Do we need to use covariates for the CSDID regression? Because I am getting the results without covariates.
Thank you