The Impact of the Severe Acute Respiratory Syndrome (SARS) on International Airline Demand in Asia Pacific
The aim of this dissertation is to analyse the impact of exogenous factors on efficiency of airlines based in the Asia Pacific using the Data Envelopment Analysis (DEA) approach. In measuring the efficiency of different airlines, the effects of the environment (exogenous factors) and the effects of...
| Main Author: | |
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| Format: | Dissertation (University of Nottingham only) |
| Language: | English |
| Published: |
2008
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| Online Access: | https://eprints.nottingham.ac.uk/24447/ |
| _version_ | 1848792780635111424 |
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| author | Lim, Yit Kee |
| author_facet | Lim, Yit Kee |
| author_sort | Lim, Yit Kee |
| building | Nottingham Research Data Repository |
| collection | Online Access |
| description | The aim of this dissertation is to analyse the impact of exogenous factors on efficiency of airlines based in the Asia Pacific using the Data Envelopment Analysis (DEA) approach. In measuring the efficiency of different airlines, the effects of the environment (exogenous factors) and the effects of productive efficiency are isolated. Exogenous factors refer to essentials outside the control of the firms while productive efficiency signifies the individual airline’s profitability state of affairs through a lengthy period of time. The focal point of this study revolves around the epidemic period of Severe Acute Respiratory Syndrome (SARS), the widespread which put the global airline industry and especially the Asia Pacific, into turmoil from February 2003, and lasted almost 6 months into the year. In June 2003, the height of the SARS pandemic saw passenger boardings at major hubs dwindled significantly, threatening even the most profitable airlines to file for bankruptcy. Because SARS mostly affected travel hubs such as Hong Kong, Taiwan, Bangkok, Singapore and outside of Asia Pacific, Canada, airlines included in this study are concentrated on these few airport hubs. Representing the airline industry within the Northeast Asia (NEA) region are Cathay Pacific Airways (CX) of Hong Kong and China Airlines (CI) of Taiwan. In Southeast Asia (SEA), airlines involved in this study are Singapore Airlines (SQ) and Thai Airways International (TG). Also, the basis of this study is to ascertain of these four most affected airlines, which counter the impact of SARS more efficiently and how long the lagging effect SARS has on these airlines. According to Yu (1998), there are two approaches to account for the effects of exogenous factors:
1) Stochastic Frontier Method: a one-step procedure which includes exogenous variables directly in estimating the efficiency measures;
2) Data Envelopment Analysis: a two-step approach which firstly estimates the relative gross efficiencies using both inputs and outputs and then, analyses the effects of exogenous variables on the gross efficiency.
In this study, however, the Data Envelopment Analysis technique will be employed in ascertaining the efficiency of these selected airlines in Asia Pacific during turbulent times. A comparison will be carried out between these four major carriers to establish their relative efficiency to rebound from the unprecedented impact of SARS. It will be seen how the fastest growing region, the Asia Pacific, can counter adverse effect of exogenous factors and continue with the upward trends in both passenger mass and cargo traffic while most established airlines in America and Europe spiraled downwards in times of crisis. The Malmquist DEA methods are subsequently adopted to calculated indices of total factor productivity (TFP) change, scale efficiency change,technological change, technical efficiency change and pure technical efficiency change. |
| first_indexed | 2025-11-14T18:49:51Z |
| format | Dissertation (University of Nottingham only) |
| id | nottingham-24447 |
| institution | University of Nottingham Malaysia Campus |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T18:49:51Z |
| publishDate | 2008 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | nottingham-244472018-05-13T16:17:58Z https://eprints.nottingham.ac.uk/24447/ The Impact of the Severe Acute Respiratory Syndrome (SARS) on International Airline Demand in Asia Pacific Lim, Yit Kee The aim of this dissertation is to analyse the impact of exogenous factors on efficiency of airlines based in the Asia Pacific using the Data Envelopment Analysis (DEA) approach. In measuring the efficiency of different airlines, the effects of the environment (exogenous factors) and the effects of productive efficiency are isolated. Exogenous factors refer to essentials outside the control of the firms while productive efficiency signifies the individual airline’s profitability state of affairs through a lengthy period of time. The focal point of this study revolves around the epidemic period of Severe Acute Respiratory Syndrome (SARS), the widespread which put the global airline industry and especially the Asia Pacific, into turmoil from February 2003, and lasted almost 6 months into the year. In June 2003, the height of the SARS pandemic saw passenger boardings at major hubs dwindled significantly, threatening even the most profitable airlines to file for bankruptcy. Because SARS mostly affected travel hubs such as Hong Kong, Taiwan, Bangkok, Singapore and outside of Asia Pacific, Canada, airlines included in this study are concentrated on these few airport hubs. Representing the airline industry within the Northeast Asia (NEA) region are Cathay Pacific Airways (CX) of Hong Kong and China Airlines (CI) of Taiwan. In Southeast Asia (SEA), airlines involved in this study are Singapore Airlines (SQ) and Thai Airways International (TG). Also, the basis of this study is to ascertain of these four most affected airlines, which counter the impact of SARS more efficiently and how long the lagging effect SARS has on these airlines. According to Yu (1998), there are two approaches to account for the effects of exogenous factors: 1) Stochastic Frontier Method: a one-step procedure which includes exogenous variables directly in estimating the efficiency measures; 2) Data Envelopment Analysis: a two-step approach which firstly estimates the relative gross efficiencies using both inputs and outputs and then, analyses the effects of exogenous variables on the gross efficiency. In this study, however, the Data Envelopment Analysis technique will be employed in ascertaining the efficiency of these selected airlines in Asia Pacific during turbulent times. A comparison will be carried out between these four major carriers to establish their relative efficiency to rebound from the unprecedented impact of SARS. It will be seen how the fastest growing region, the Asia Pacific, can counter adverse effect of exogenous factors and continue with the upward trends in both passenger mass and cargo traffic while most established airlines in America and Europe spiraled downwards in times of crisis. The Malmquist DEA methods are subsequently adopted to calculated indices of total factor productivity (TFP) change, scale efficiency change,technological change, technical efficiency change and pure technical efficiency change. 2008 Dissertation (University of Nottingham only) NonPeerReviewed application/pdf en https://eprints.nottingham.ac.uk/24447/1/limyitkee.pdf Lim, Yit Kee (2008) The Impact of the Severe Acute Respiratory Syndrome (SARS) on International Airline Demand in Asia Pacific. [Dissertation (University of Nottingham only)] (Unpublished) |
| spellingShingle | Lim, Yit Kee The Impact of the Severe Acute Respiratory Syndrome (SARS) on International Airline Demand in Asia Pacific |
| title | The Impact of the Severe Acute Respiratory Syndrome (SARS) on International Airline Demand in Asia Pacific |
| title_full | The Impact of the Severe Acute Respiratory Syndrome (SARS) on International Airline Demand in Asia Pacific |
| title_fullStr | The Impact of the Severe Acute Respiratory Syndrome (SARS) on International Airline Demand in Asia Pacific |
| title_full_unstemmed | The Impact of the Severe Acute Respiratory Syndrome (SARS) on International Airline Demand in Asia Pacific |
| title_short | The Impact of the Severe Acute Respiratory Syndrome (SARS) on International Airline Demand in Asia Pacific |
| title_sort | impact of the severe acute respiratory syndrome (sars) on international airline demand in asia pacific |
| url | https://eprints.nottingham.ac.uk/24447/ |