Valuation of Environmental Management Standard ISO 14001: Evidence from an Emerging Market
Abstract
:1. Introduction
2. Prior Literature
3. Data Sources and Methodology
3.1. Sources of Data
3.2. Methodology
- Well-Defined Event: On the top, the initial task of employing event methodology is to define the well-defined specific event of interest and to isolate the time period for which the financial outcome proxies (Retrun on sales, Return on assets, Tobin’s Q, etc.) in the particular well-defined event will be investigated, known as the “event window”. This study defined ISO 14001 certification as the event of interest and defined the event period as the year in which firms got certified with ISO 14001. The abnormal performance in the Tobin’s Q is investigated over a long post-event window of four years.
- Selection of Control Firms: The primary objective of the event study is to isolate the short-term impact of a specified event as the underpinning theory, efficient market hypothesis theory (Fama 1991), emphasizes on short-term performance. Therefore, the use of event study to measure long-term performances might be biased. Particularly, there are two issues associated with event study methodology while evaluating long-term performance (Hendricks and Singhal 2005). The first problem is to find the factors that are required to be controlled while evaluating the long-term analysis. Prior researches identified previous performance and size of the firm as important factors that affect a company’s performance (Carhart 1997; Fama and French 1996). Following prior literature (De Jong et al. 2014; Candido et al. 2016; Corbett et al. 2005), we used ROA and total assets as control variables. The second problem associated with event study methodology is the cross-sectional dependency caused by overlapping time periods among the sample firms while evaluating long-term performance variables. Prior studies suggested one-to-one matching to overcome this issue (Lyon et al. 1999; Barber and Lyon 1997; De Jong et al. 2014). Therefore, this study also used one-to-one matching criteria, where each certified firm is matched with a non-certified one that has a close pre-event ROA, size, and industry (using two-digit SIC codes).
4. Analysis and Results
4.1. Main Results
4.2. Alternative Tests
5. Conclusions and Discussion
Author Contributions
Funding
Conflicts of Interest
References
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Mean | Median | Standard Deviation | Maximum | Minimum | |
---|---|---|---|---|---|
Sample firms | |||||
Total Assets | 6637.753 | 4012.324 | 7684.287 | 31,452.125 | 637.427 |
Sales | 6845.763 | 3995.985 | 7985.958 | 44,348.223 | 898.64 |
Return on Assets | 9.428 | 7.24 | 9.421 | 30.19 | −7.3 |
Return on Sales | 12.528 | 9.989 | 14.62 | 62.78 | −9.217 |
Tobin’s Q | 1.578 | 1.352 | 1.304 | 5.317 | 0.041 |
Control firms | |||||
Total Assets | 2784.646 | 1372.073 | 4394.864 | 29,876.567 | 359.526 |
Sales | 1792.634 | 1385.156 | 18,925.846 | 12,856.245 | 387.519 |
Return on Assets | 8.412 | 8.135 | 10.254 | 34.39 | −16.87 |
Return on Sales | 8.658 | 7.556086 | 10.745 | 44.251 | −22.0945 |
Tobin’s Q | 1.552 | 1.352 | 1.474 | 5.985 | 0.03 |
Base Year | Final Year | Abnormal Performance (Mean) | Abnormal Performance (Median) | p-Value (WSR Test) | p-Value (t-Test) | p-Value (Sign Test) |
---|---|---|---|---|---|---|
2010 | 2011 | 0.147 | 0.082 | 0.171 | 0.534 | 0.164 |
2011 | 2012 | 0.313 | 0.204 | 0.115 | 0.399 | 0.164 |
2012 | 2013 | −0.366 | −0.189 | 0.002 *** | 0.004 *** | 0.000 *** |
2013 | 2014 | −0.355 | −0.073 | 0.000 *** | 0.000 *** | 0.000 *** |
2014 | 2015 | −0.619 | −0.635 | 0.000 *** | 0.000 *** | 0.000 *** |
2015 | 2016 | −0.628 | −0.524 | 0.000 *** | 0.000 *** | 0.000 *** |
2011 | 2013 | −0.048 | −0.044 | 0.021 *** | 0.000 *** | 0.000 *** |
2011 | 2014 | −0.203 | −0.067 | 0.000 *** | 0.000 *** | 0.000 *** |
2011 | 2015 | −0.305 | −0.228 | 0.000 *** | 0.000 *** | 0.000 *** |
2011 | 2016 | −0.377 | −0.313 | 0.000 *** | 0.000 *** | 0.000 *** |
Base Year | Final Year | Abnormal Performance (Mean) | Abnormal Performance (Median) | p-Value (WSR Test) | p-Value (t-Test) | p-Value (Sign Test) |
---|---|---|---|---|---|---|
2010 | 2011 | 0.035 | −0.102 | 0.002 *** | 0.001 *** | 0.001 *** |
2011 | 2012 | 0.431 | 0.084 | 0.488 | 0.571 | 0.771 |
2012 | 2013 | −1.113 | −0.89 | 0.00 ** | 0.024 *** | 0.02 *** |
2013 | 2014 | −0.533 | −0.817 | 0.5006 | 0.6767 | 0.3621 |
2014 | 2015 | −0.521 | −0.558 | 0.08 ** | 0.192 | 0.301 |
2015 | 2016 | −0.464 | −0.39 | 0.07 ** | 0.312 | 0.01 *** |
2011 | 2013 | −0.448 | −0.423 | 0.02 *** | 0.04 *** | 0.02 *** |
2011 | 2014 | −0.478 | −0.536 | 0.00 *** | 0.00 *** | 0.00 *** |
2011 | 2015 | −0.489 | −0.574 | 0.00 *** | 0.00 *** | 0.00 *** |
2011 | 2016 | −0.484 | −0.542 | 0.00 *** | 0.00 *** | 0.00 *** |
Base Year | Final Year | Abnormal Performance (Mean) | Abnormal Performance (Median) | p-Value (WSR Test) | p-Value (t-Test) | p-Value (Sign Test) |
---|---|---|---|---|---|---|
2010 | 2011 | 0.03 | 0.02 | 0.807 | 0.728 | 0.754 |
2011 | 2012 | 1.64 | 1.01 | 0.1587 | 0.112 | 0.2145 |
2012 | 2013 | −2.59 | −2.56 | 0.076 ** | 0.042 *** | 0.435 |
2013 | 2014 | −2.34 | −2.24 | 0.00 *** | 0.00 *** | 0.00 *** |
2014 | 2015 | −2.24 | −2.16 | 0.00 *** | 0.00 *** | 0.00 *** |
2015 | 2016 | −2.33 | −2.35 | 0.00 *** | 0.00 *** | 0.00 *** |
2011 | 2013 | −0.035 | 0.04 | 0.712 | 0.812 | 0.952 |
2011 | 2014 | −0.501 | −0.646 | 0.004 *** | 0.002 *** | 0.000 *** |
2011 | 2015 | −0.667 | −0.852 | 0.000 *** | 0.000 *** | 0.000 *** |
2011 | 2016 | −0.714 | −0.104 | 0.000 *** | 0.000 *** | 0.000 *** |
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Riaz, H.; Saeed, A.; Baloch, M.S.; Nasrullah; Khan, Z.A. Valuation of Environmental Management Standard ISO 14001: Evidence from an Emerging Market. J. Risk Financial Manag. 2019, 12, 21. https://doi.org/10.3390/jrfm12010021
Riaz H, Saeed A, Baloch MS, Nasrullah, Khan ZA. Valuation of Environmental Management Standard ISO 14001: Evidence from an Emerging Market. Journal of Risk and Financial Management. 2019; 12(1):21. https://doi.org/10.3390/jrfm12010021
Chicago/Turabian StyleRiaz, Hammad, Abubakr Saeed, Muhammad Saad Baloch, Nasrullah, and Zeeshan Ahmad Khan. 2019. "Valuation of Environmental Management Standard ISO 14001: Evidence from an Emerging Market" Journal of Risk and Financial Management 12, no. 1: 21. https://doi.org/10.3390/jrfm12010021
APA StyleRiaz, H., Saeed, A., Baloch, M. S., Nasrullah, & Khan, Z. A. (2019). Valuation of Environmental Management Standard ISO 14001: Evidence from an Emerging Market. Journal of Risk and Financial Management, 12(1), 21. https://doi.org/10.3390/jrfm12010021