Please is it possible to develop DEA efficiency scores of input and output data collected by means of questionnaires. I am interested in any such application in the literature in any sector or industry. Thank you in advance.
Dear,
Yes you can. Kindly see the following papers. All of them are using likert data.
Alan J. Stolzer, Mark A. Friend, Dothang Truong, William A. Tuccio, Marisa Aguiar,
Measuring and evaluating safety management system effectiveness using Data Envelopment Analysis,
Safety Science,
Volume 104,
2018,
Pages 55-69,
ISSN 0925-7535,
https://doi.org/10.1016/j.ssci.2017.12.037.
(http://www.sciencedirect.com/science/article/pii/S0925753517305659)
Keywords: SMS; Aviation SMS; SMS criteria; SMS measurement; SMS effectiveness; Data Envelopment Analysis
Hadi Shabanpour, Saeed Yousefi, Reza Farzipoor Saen,
Forecasting efficiency of green suppliers by dynamic data envelopment analysis and artificial neural networks,
Journal of Cleaner Production,
Volume 142, Part 2,
2017,
Pages 1098-1107,
ISSN 0959-6526,
https://doi.org/10.1016/j.jclepro.2016.08.147.
(http://www.sciencedirect.com/science/article/pii/S0959652616313117)
Keywords: Artificial neural networks; Dynamic data envelopment analysis; Green supplier selection; Forecasting of future efficiency
Hakyeon Lee, Chulhyun Kim,
Benchmarking of service quality with data envelopment analysis,
Expert Systems with Applications,
Volume 41, Issue 8,
2014,
Pages 3761-3768,
ISSN 0957-4174,
https://doi.org/10.1016/j.eswa.2013.12.008.
(http://www.sciencedirect.com/science/article/pii/S095741741300972X)
Keywords: Benchmarking; Service quality; Data envelopment analysis (DEA); SERVQUAL; SERVPERF
Amirali Fathi, Reza Farzipoor Saen,
A novel bidirectional network data envelopment analysis model for evaluating sustainability of distributive supply chains of transport companies,
Volume 184,
Pages 696-708,
https://doi.org/10.1016/j.jclepro.2018.02.256.
(http://www.sciencedirect.com/science/article/pii/S0959652618305882)
Keywords: Sustainable transportation; Sustainable supply chain management; Data envelopment analysis (DEA); Network DEA; Bidirectional connections; Backward connections
Thank you @Saeed for the information.
I am carrying out my postgraduate thesis project on the extractive industry firms and their reporting practices.
09 October 2019 4,832 5 View
This is the code I have used "xtabond2 ROA l.ROA CR LR2TA MR OR ZIR CE OWN SIZE HHIA NPLTL l.GDPG, gmm (ROA CR LR MR OR ZIR, lag (2 2)) iv(CE OWN SIZE HHIA NPLTL IDIV l.GDPG) small twostep" Is...
01 January 1970 2,413 0 View
I want guidance on the how to use the statistical software like R or STATA for the computation. I am interested in computing the index for each bank for each year. I want guidance on the code to use.
01 January 1970 3,419 0 View
I want suggestions about the best approach as well as the weaknesses of the other approaches.
01 January 1970 816 0 View
Basel I,II,III Financial Ratio Analysis
01 January 1970 2,338 1 View
Hiiiii everyone! I have an enquiry on statistical analysis. I was looking for many forum and it's still cannot solve my problem. I want to compare means of two groups of data but only with two...
03 March 2021 8,796 3 View
I am on the lookout for the Enhanced Yellow Fluorescent Protein (Aequorea victoria) DNA sequence. Does anyone know where I can find it? Thank you in advance
03 March 2021 3,568 1 View
Hi, I want to start testing pitfall trap to obtain ants samples, but I need to conduct molecular analysis on those insects. So, what kind of fluid can I use? Ethanol expires too early and I need...
03 March 2021 5,978 5 View
What's the best way to measure growth rates in House sparrow chicks from day 2 to day 10? Since, the growth curve from day 2 to 10 won't be like the "Logistic curve" it might not follow logistic...
03 March 2021 1,401 3 View
I have conducted and published a systematic review and meta-analysis research with the topic related to public health and health pomotion (protocol was registed in PROSPERO). Now we want to...
03 March 2021 8,920 3 View
dear community, my model is based feature extraction from non stationary signals using discrete Wavelet Transform and then using statistical features then machine learning classifiers in order to...
03 March 2021 6,994 5 View
I looking for ferro calcium production process
03 March 2021 1,755 4 View
1. What is the impact of having different scales in a survey? and how can we solve this problem before and after data collection (Literature-based reflection)? Thank you for your time and for...
03 March 2021 2,870 3 View
I'm dealing with a mediation model and am using the PROCESS module in SPSS. Due to SPSS and PROCESS being limited in the imputation methods - being unable to handle multiple imputation - the other...
02 March 2021 4,362 1 View
I just wanted to check if I need to run a linear regression separately if I am using PROCESS MACRO to run mediation analysis. Thank you.
02 March 2021 4,359 3 View