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Volumn 34, Issue 2, 2008, Pages 1115-1125

Back-propagation neural network based importance-performance analysis for determining critical service attributes

Author keywords

Back propagation neural network; Critical service attribute; IPA; Three factor theory

Indexed keywords

CUSTOMER SATISFACTION; LEARNING SYSTEMS; NEURAL NETWORKS; QUALITY ASSURANCE;

EID: 36148937928     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2006.12.016     Document Type: Article
Times cited : (122)

References (80)
  • 1
    • 0011939750 scopus 로고
    • Customer satisfaction, market share and profitability: findings from Sweden
    • Anderson E.W., Fornell C., and Lehmann D.R. Customer satisfaction, market share and profitability: findings from Sweden. Journal of Marketing 58 3 (1994) 53-66
    • (1994) Journal of Marketing , vol.58 , Issue.3 , pp. 53-66
    • Anderson, E.W.1    Fornell, C.2    Lehmann, D.R.3
  • 2
    • 84990321409 scopus 로고    scopus 로고
    • Strengthening the satisfaction-profit chain
    • Anderson E.W., and Mittal V. Strengthening the satisfaction-profit chain. Journal of Service Research 3 2 (2000) 107-120
    • (2000) Journal of Service Research , vol.3 , Issue.2 , pp. 107-120
    • Anderson, E.W.1    Mittal, V.2
  • 3
    • 20444405530 scopus 로고
    • The antecedents and consequences of customer satisfaction for firms
    • Anderson E.W., and Sullivan M.W. The antecedents and consequences of customer satisfaction for firms. Marketing Science 12 2 (1993) 125-143
    • (1993) Marketing Science , vol.12 , Issue.2 , pp. 125-143
    • Anderson, E.W.1    Sullivan, M.W.2
  • 7
    • 29144519319 scopus 로고    scopus 로고
    • How to delight your customers
    • Berman B. How to delight your customers. California Management Review 48 1 (2005) 129-151
    • (2005) California Management Review , vol.48 , Issue.1 , pp. 129-151
    • Berman, B.1
  • 8
    • 0001044176 scopus 로고
    • Neural networks and their applications
    • Bishop C.M. Neural networks and their applications. Review of Scientific Instruments 65 6 (1994) 1803-1832
    • (1994) Review of Scientific Instruments , vol.65 , Issue.6 , pp. 1803-1832
    • Bishop, C.M.1
  • 9
    • 17244369342 scopus 로고    scopus 로고
    • Tourist market segmentation with linear and non-linear techniques
    • Bloom J.Z. Tourist market segmentation with linear and non-linear techniques. Tourism Management 25 6 (2004) 723-733
    • (2004) Tourism Management , vol.25 , Issue.6 , pp. 723-733
    • Bloom, J.Z.1
  • 10
    • 0003018073 scopus 로고
    • How service marketers can identify value-enhancing service elements
    • Brandt D.R. How service marketers can identify value-enhancing service elements. The Journal of Service Marketing 2 3 (1988) 35-41
    • (1988) The Journal of Service Marketing , vol.2 , Issue.3 , pp. 35-41
    • Brandt, D.R.1
  • 11
    • 0035021368 scopus 로고    scopus 로고
    • A practitioners guide to time-series methods for tourism demand forecasting-a case study of Durban, South Africa
    • Burger C.J.S.C., Dohnal M., Kathrada M., and Law R. A practitioners guide to time-series methods for tourism demand forecasting-a case study of Durban, South Africa. Tourism Management 22 4 (2001) 403-409
    • (2001) Tourism Management , vol.22 , Issue.4 , pp. 403-409
    • Burger, C.J.S.C.1    Dohnal, M.2    Kathrada, M.3    Law, R.4
  • 12
    • 33144475976 scopus 로고    scopus 로고
    • Fuzzy Delphi and back-propagation model for sales forecasting in PCB industry
    • Chang P.-C., and Wang Y.-W. Fuzzy Delphi and back-propagation model for sales forecasting in PCB industry. Expert Systems with Applications 30 4 (2006) 715-726
    • (2006) Expert Systems with Applications , vol.30 , Issue.4 , pp. 715-726
    • Chang, P.-C.1    Wang, Y.-W.2
  • 13
    • 0038253710 scopus 로고    scopus 로고
    • An importance-performance analysis of hotel selection factors in the Hong Kong hotel industry: a comparison of business and leisure travelers
    • Chu R.K.S., and Choi T. An importance-performance analysis of hotel selection factors in the Hong Kong hotel industry: a comparison of business and leisure travelers. Tourism Management 21 4 (2000) 363-377
    • (2000) Tourism Management , vol.21 , Issue.4 , pp. 363-377
    • Chu, R.K.S.1    Choi, T.2
  • 14
    • 51249176973 scopus 로고
    • An investigation of the relative efficacy of four alternative approaches to importance-performance analysis
    • Crompton J.I., and Duray N.A. An investigation of the relative efficacy of four alternative approaches to importance-performance analysis. Journal of the Academy of Marketing Science 13 4 (1985) 69-80
    • (1985) Journal of the Academy of Marketing Science , vol.13 , Issue.4 , pp. 69-80
    • Crompton, J.I.1    Duray, N.A.2
  • 15
    • 0002381637 scopus 로고
    • Measuring service quality: a reexamination and extension
    • Cronin J., and Taylor S.A. Measuring service quality: a reexamination and extension. Journal of Marketing 56 3 (1992) 55-68
    • (1992) Journal of Marketing , vol.56 , Issue.3 , pp. 55-68
    • Cronin, J.1    Taylor, S.A.2
  • 16
    • 0026037657 scopus 로고
    • Adding a competitive dimension on importance-performance analysis: an application to traditional health care systems
    • Dolinsky A.L., and Caputo R.K. Adding a competitive dimension on importance-performance analysis: an application to traditional health care systems. Health Marketing Quarterly 8 3/4 (1991) 61-79
    • (1991) Health Marketing Quarterly , vol.8 , Issue.3-4 , pp. 61-79
    • Dolinsky, A.L.1    Caputo, R.K.2
  • 17
    • 22644449218 scopus 로고    scopus 로고
    • On measuring interactions between customer satisfaction and financial results
    • Eklof J.A., Hackl P., and Westlund A. On measuring interactions between customer satisfaction and financial results. Total Quality Management 10 4/5 (1999) 514-522
    • (1999) Total Quality Management , vol.10 , Issue.4-5 , pp. 514-522
    • Eklof, J.A.1    Hackl, P.2    Westlund, A.3
  • 18
    • 25844486156 scopus 로고    scopus 로고
    • The use of data mining and neural networks for forecasting stock market returns
    • Enke D., and Thawornwong S. The use of data mining and neural networks for forecasting stock market returns. Expert Systems with Applications 29 4 (2005) 927-940
    • (2005) Expert Systems with Applications , vol.29 , Issue.4 , pp. 927-940
    • Enke, D.1    Thawornwong, S.2
  • 19
    • 17344367098 scopus 로고    scopus 로고
    • Tourism destination competitiveness: a quantitative approach
    • Enright M.J., and Newton J. Tourism destination competitiveness: a quantitative approach. Tourism Management 25 6 (2004) 777-788
    • (2004) Tourism Management , vol.25 , Issue.6 , pp. 777-788
    • Enright, M.J.1    Newton, J.2
  • 21
    • 0010554907 scopus 로고    scopus 로고
    • Using Data mining for customer satisfaction research
    • Garver M.S. Using Data mining for customer satisfaction research. Marketing Research 14 1 (2002) 8-12
    • (2002) Marketing Research , vol.14 , Issue.1 , pp. 8-12
    • Garver, M.S.1
  • 22
    • 0038796520 scopus 로고    scopus 로고
    • Best practices in identifying customer-driven improvement opportunities
    • Garver M.S. Best practices in identifying customer-driven improvement opportunities. Industrial Marketing Management 32 6 (2003) 455-466
    • (2003) Industrial Marketing Management , vol.32 , Issue.6 , pp. 455-466
    • Garver, M.S.1
  • 23
    • 0030500171 scopus 로고    scopus 로고
    • The relationship of customer satisfaction, customer loyalty, and profitability: an empirical study
    • Hallowell R. The relationship of customer satisfaction, customer loyalty, and profitability: an empirical study. International Journal of Service Industry Management 7 4 (1996) 27-42
    • (1996) International Journal of Service Industry Management , vol.7 , Issue.4 , pp. 27-42
    • Hallowell, R.1
  • 24
    • 84993110614 scopus 로고    scopus 로고
    • Customer satisfaction and retention: the experiences of individual employees
    • Hansemark O.C., and Albinsson M. Customer satisfaction and retention: the experiences of individual employees. Managing Service Quality 14 1 (2004) 40-57
    • (2004) Managing Service Quality , vol.14 , Issue.1 , pp. 40-57
    • Hansemark, O.C.1    Albinsson, M.2
  • 25
    • 0033095951 scopus 로고    scopus 로고
    • Understanding customer quality requirements: model and application
    • Hansen E., and Bush R.J. Understanding customer quality requirements: model and application. Industrial Marketing Management 28 2 (1999) 119-130
    • (1999) Industrial Marketing Management , vol.28 , Issue.2 , pp. 119-130
    • Hansen, E.1    Bush, R.J.2
  • 26
    • 0022396416 scopus 로고
    • Using importance-performance analysis to develop health care marketing strategies
    • Hawes J.M., and Rao C.P. Using importance-performance analysis to develop health care marketing strategies. Journal of Health Care Marketing 5 (1985) 19-25
    • (1985) Journal of Health Care Marketing , vol.5 , pp. 19-25
    • Hawes, J.M.1    Rao, C.P.2
  • 28
    • 0036213636 scopus 로고    scopus 로고
    • Using action-grids in tourism management
    • Huan T.C., Beaman J., and Shelby L.B. Using action-grids in tourism management. Tourism Management 23 3 (2002) 255-264
    • (2002) Tourism Management , vol.23 , Issue.3 , pp. 255-264
    • Huan, T.C.1    Beaman, J.2    Shelby, L.B.3
  • 30
    • 16144366567 scopus 로고    scopus 로고
    • Expectations, perceived performance, and customer satisfaction for a complex service: the case of bank loans
    • Johnson M.D., Nader G., and Fornell C. Expectations, perceived performance, and customer satisfaction for a complex service: the case of bank loans. Journal of Economic Psychology 17 2 (1996) 163-182
    • (1996) Journal of Economic Psychology , vol.17 , Issue.2 , pp. 163-182
    • Johnson, M.D.1    Nader, G.2    Fornell, C.3
  • 31
    • 3543095022 scopus 로고
    • The determinants of service quality: satisfiers and dissatisfiers
    • Johnston R. The determinants of service quality: satisfiers and dissatisfiers. International Journal of Service Industry Management 6 5 (1995) 53-71
    • (1995) International Journal of Service Industry Management , vol.6 , Issue.5 , pp. 53-71
    • Johnston, R.1
  • 32
    • 0002266805 scopus 로고
    • Neural networks: a logical progression in credit and marketing decision system
    • Jost A. Neural networks: a logical progression in credit and marketing decision system. Credit World 81 4 (1993) 26-33
    • (1993) Credit World , vol.81 , Issue.4 , pp. 26-33
    • Jost, A.1
  • 33
    • 0030130753 scopus 로고    scopus 로고
    • Designing a neural network for forecasting financial and economic time series
    • Kaastra I., and Boyd M. Designing a neural network for forecasting financial and economic time series. Neurocomputing 10 3 (1996) 215-236
    • (1996) Neurocomputing , vol.10 , Issue.3 , pp. 215-236
    • Kaastra, I.1    Boyd, M.2
  • 34
    • 34250421484 scopus 로고
    • An index of factorial simplicity
    • Kaiser H.F. An index of factorial simplicity. Psychometrika 39 (1974) 31-36
    • (1974) Psychometrika , vol.39 , pp. 31-36
    • Kaiser, H.F.1
  • 36
    • 0029278204 scopus 로고
    • Optimal design of neural network using the Taguchi method
    • Khaw J.F.C., Lim B.S., and Lim L.E.N. Optimal design of neural network using the Taguchi method. Neurocomputing 7 3 (1995) 225-245
    • (1995) Neurocomputing , vol.7 , Issue.3 , pp. 225-245
    • Khaw, J.F.C.1    Lim, B.S.2    Lim, L.E.N.3
  • 39
    • 0034057701 scopus 로고    scopus 로고
    • Back-propagation learning in improving the accuracy of neural network-based tourism demand forecasting
    • Law R. Back-propagation learning in improving the accuracy of neural network-based tourism demand forecasting. Tourism Management 21 4 (2000) 331-340
    • (2000) Tourism Management , vol.21 , Issue.4 , pp. 331-340
    • Law, R.1
  • 40
    • 0012493801 scopus 로고
    • Estimating zones of tolerance in perceived service quality and perceived service value
    • Liljander V., and Strandvik T. Estimating zones of tolerance in perceived service quality and perceived service value. International Journal of Service Industry Management 4 2 (1993) 6-28
    • (1993) International Journal of Service Industry Management , vol.4 , Issue.2 , pp. 6-28
    • Liljander, V.1    Strandvik, T.2
  • 44
    • 1842449633 scopus 로고    scopus 로고
    • The asymmetric relationship between attribute-level performance and overall customer satisfaction: a reconsideration of the importance-performance analysis
    • Matzler K., Bailom F., Hinterhuber H.H., Renzl B., and Pichler J. The asymmetric relationship between attribute-level performance and overall customer satisfaction: a reconsideration of the importance-performance analysis. Industrial Marketing Management 33 4 (2004) 271-277
    • (2004) Industrial Marketing Management , vol.33 , Issue.4 , pp. 271-277
    • Matzler, K.1    Bailom, F.2    Hinterhuber, H.H.3    Renzl, B.4    Pichler, J.5
  • 46
    • 0031599079 scopus 로고    scopus 로고
    • How to make product development projects more successful by integrating Kano's model of customer satisfaction into quality function deployment
    • Matzler K., and Hinterhuber H.H. How to make product development projects more successful by integrating Kano's model of customer satisfaction into quality function deployment. Technovation 18 1 (1998) 25-38
    • (1998) Technovation , vol.18 , Issue.1 , pp. 25-38
    • Matzler, K.1    Hinterhuber, H.H.2
  • 48
    • 84986131281 scopus 로고    scopus 로고
    • The factor structure of customer satisfaction: An empirical test of the importance grid and the penalty-reward-contrast analysis
    • Matzler K., and Sauerwein E. The factor structure of customer satisfaction: An empirical test of the importance grid and the penalty-reward-contrast analysis. International Journal of Service Industry Management 13 3/4 (2002) 314-332
    • (2002) International Journal of Service Industry Management , vol.13 , Issue.3-4 , pp. 314-332
    • Matzler, K.1    Sauerwein, E.2
  • 49
    • 0037339572 scopus 로고    scopus 로고
    • Importance-performance analysis revisited: the role of the factor structure of customer satisfaction
    • Matzler K., Sauerwein E., and Heischmidt K.A. Importance-performance analysis revisited: the role of the factor structure of customer satisfaction. Service Industries Journal 23 2 (2003) 112-129
    • (2003) Service Industries Journal , vol.23 , Issue.2 , pp. 112-129
    • Matzler, K.1    Sauerwein, E.2    Heischmidt, K.A.3
  • 51
    • 0010684441 scopus 로고    scopus 로고
    • Quality function deployment: an extended framework for service quality and customer satisfaction in the hospitality industry
    • Miyoung J., and Haemoon O. Quality function deployment: an extended framework for service quality and customer satisfaction in the hospitality industry. International Journal of Hospitality Management 17 4 (1998) 375-390
    • (1998) International Journal of Hospitality Management , vol.17 , Issue.4 , pp. 375-390
    • Miyoung, J.1    Haemoon, O.2
  • 52
    • 34249781925 scopus 로고    scopus 로고
    • Service quality assessment of 4-star hotels in Darwin, Northern Territory, Australia
    • Mohsin A., and Ryan C. Service quality assessment of 4-star hotels in Darwin, Northern Territory, Australia. Journal of Hospitality & Tourism Management 12 1 (2005) 25-36
    • (2005) Journal of Hospitality & Tourism Management , vol.12 , Issue.1 , pp. 25-36
    • Mohsin, A.1    Ryan, C.2
  • 55
    • 0008801180 scopus 로고    scopus 로고
    • Revisiting importance-performance analysis
    • Oh H. Revisiting importance-performance analysis. Tourism Management 22 6 (2001) 617-627
    • (2001) Tourism Management , vol.22 , Issue.6 , pp. 617-627
    • Oh, H.1
  • 58
    • 84993016660 scopus 로고    scopus 로고
    • Importance-performance analysis: a useful tool for directing continuous quality improvement in higher education
    • O'Neill M.A., and Palmer A. Importance-performance analysis: a useful tool for directing continuous quality improvement in higher education. Quality Assurance in Education 12 1 (2004) 39-52
    • (2004) Quality Assurance in Education , vol.12 , Issue.1 , pp. 39-52
    • O'Neill, M.A.1    Palmer, A.2
  • 59
    • 0001312089 scopus 로고
    • SERVQUAL: a multiple-item scale for measuring consumer perceptions of service quality
    • Parasuraman A., Zeithaml V.A., and Berry L.L. SERVQUAL: a multiple-item scale for measuring consumer perceptions of service quality. Journal of Retailing 64 1 (1988) 12-40
    • (1988) Journal of Retailing , vol.64 , Issue.1 , pp. 12-40
    • Parasuraman, A.1    Zeithaml, V.A.2    Berry, L.L.3
  • 61
    • 0036650635 scopus 로고    scopus 로고
    • Tourists and aboriginal people
    • Ryan C., and Huyton J. Tourists and aboriginal people. Annals of Tourism Research 29 3 (2002) 631-647
    • (2002) Annals of Tourism Research , vol.29 , Issue.3 , pp. 631-647
    • Ryan, C.1    Huyton, J.2
  • 62
    • 0032708323 scopus 로고    scopus 로고
    • The performance-importance response function: observations and implications
    • Sampson S.E., and Showalter M.J. The performance-importance response function: observations and implications. Service Industries Journal 19 3 (1999) 1-25
    • (1999) Service Industries Journal , vol.19 , Issue.3 , pp. 1-25
    • Sampson, S.E.1    Showalter, M.J.2
  • 65
    • 0041749960 scopus 로고
    • The importance-performance matrix as a determinant of improvement priority
    • Slack N. The importance-performance matrix as a determinant of improvement priority. International Journal of Operations & Production Management 14 5 (1994) 59-75
    • (1994) International Journal of Operations & Production Management , vol.14 , Issue.5 , pp. 59-75
    • Slack, N.1
  • 67
    • 0000620888 scopus 로고    scopus 로고
    • Assessing regression-based importance weights for quality perceptions and satisfaction judgments in the presence of higher order and/or interaction effects
    • Taylor S.A. Assessing regression-based importance weights for quality perceptions and satisfaction judgments in the presence of higher order and/or interaction effects. Journal of Retailing 73 1 (1997) 135-159
    • (1997) Journal of Retailing , vol.73 , Issue.1 , pp. 135-159
    • Taylor, S.A.1
  • 68
    • 0034216396 scopus 로고    scopus 로고
    • The concept of satisfaction in industrial markets: a contextual perspective and a case study from the software industry
    • Tikkanen H., Alajoutsijarvi K., and Tahtinen J. The concept of satisfaction in industrial markets: a contextual perspective and a case study from the software industry. Industrial Marketing Management 29 4 (2000) 373-386
    • (2000) Industrial Marketing Management , vol.29 , Issue.4 , pp. 373-386
    • Tikkanen, H.1    Alajoutsijarvi, K.2    Tahtinen, J.3
  • 69
    • 0036660211 scopus 로고    scopus 로고
    • The asymmetrical and non-linear effects of store quality attributes on customer satisfaction
    • Ting S.C., and Chen C.N. The asymmetrical and non-linear effects of store quality attributes on customer satisfaction. Total Quality Management 13 4 (2002) 547-569
    • (2002) Total Quality Management , vol.13 , Issue.4 , pp. 547-569
    • Ting, S.C.1    Chen, C.N.2
  • 70
    • 84986131179 scopus 로고    scopus 로고
    • Service quality in China's hotel industry: a perspective from tourists and hotel managers
    • Tsang N., and Qu H. Service quality in China's hotel industry: a perspective from tourists and hotel managers. International Journal of Contemporary Hospitality Management 12 5 (2000) 316-326
    • (2000) International Journal of Contemporary Hospitality Management , vol.12 , Issue.5 , pp. 316-326
    • Tsang, N.1    Qu, H.2
  • 71
    • 0036079147 scopus 로고    scopus 로고
    • Determinants of guest loyalty to international tourist hotels-a neural network approach
    • Tsaur S.-H., Chiu Y.-C., and Huang C.-H. Determinants of guest loyalty to international tourist hotels-a neural network approach. Tourism Management 23 (2002) 397-405
    • (2002) Tourism Management , vol.23 , pp. 397-405
    • Tsaur, S.-H.1    Chiu, Y.-C.2    Huang, C.-H.3
  • 72
    • 0030297904 scopus 로고    scopus 로고
    • Advantages and disadvantages of using artificial neural networks versus logistic regression for predicting medical outcomes
    • Tu J.V. Advantages and disadvantages of using artificial neural networks versus logistic regression for predicting medical outcomes. Journal of Clinical Epidemiology 49 11 (1996) 1225-1231
    • (1996) Journal of Clinical Epidemiology , vol.49 , Issue.11 , pp. 1225-1231
    • Tu, J.V.1
  • 74
    • 33644976108 scopus 로고    scopus 로고
    • Forecasting innovation performance via neural networks-a case of Taiwanese manufacturing industry
    • Wang T.-Y., and Chien S.-C. Forecasting innovation performance via neural networks-a case of Taiwanese manufacturing industry. Technovation 26 (2006) 635-643
    • (2006) Technovation , vol.26 , pp. 635-643
    • Wang, T.-Y.1    Chien, S.-C.2
  • 76
    • 0031283672 scopus 로고    scopus 로고
    • A comparative analysis of neural networks and statistical methods for predicting consumer choice
    • West P.M., Brockett P.L., and Golden L.L. A comparative analysis of neural networks and statistical methods for predicting consumer choice. Marketing Science 16 4 (1997) 370-391
    • (1997) Marketing Science , vol.16 , Issue.4 , pp. 370-391
    • West, P.M.1    Brockett, P.L.2    Golden, L.L.3
  • 77
    • 33644770285 scopus 로고    scopus 로고
    • Using DEA-neural network approach to evaluate branch efficiency of a large Canadian bank
    • Wu D., Yang Z., and Liang L. Using DEA-neural network approach to evaluate branch efficiency of a large Canadian bank. Expert Systems with Applications 31 (2006) 108-115
    • (2006) Expert Systems with Applications , vol.31 , pp. 108-115
    • Wu, D.1    Yang, Z.2    Liang, L.3
  • 78
    • 0012383833 scopus 로고    scopus 로고
    • Analyzing a bank's competitive position and appropriate strategy
    • Yavas U., and Shemwell D.J. Analyzing a bank's competitive position and appropriate strategy. Journal of Retail Banking Services 19 4 (1997) 43-51
    • (1997) Journal of Retail Banking Services , vol.19 , Issue.4 , pp. 43-51
    • Yavas, U.1    Shemwell, D.J.2
  • 79
    • 23044518118 scopus 로고    scopus 로고
    • Service quality, profitability, and the economic worth of customers: what we know and what we need to learn
    • Zeithaml V.A. Service quality, profitability, and the economic worth of customers: what we know and what we need to learn. Journal of the Academy of Marketing Science 28 1 (2000) 67-85
    • (2000) Journal of the Academy of Marketing Science , vol.28 , Issue.1 , pp. 67-85
    • Zeithaml, V.A.1
  • 80
    • 0942278093 scopus 로고    scopus 로고
    • Application of importance-performance model in tour guides' performance: evidence from mainland Chinese outbound visitors in Hong Kong
    • Zhang H.Q., and Chow I. Application of importance-performance model in tour guides' performance: evidence from mainland Chinese outbound visitors in Hong Kong. Tourism Management 25 1 (2004) 81-91
    • (2004) Tourism Management , vol.25 , Issue.1 , pp. 81-91
    • Zhang, H.Q.1    Chow, I.2


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