This study deals with airlines’ handling of customer complaints pre- and post-Covid 19. Authors extracted airlines’ responses regarding redress, timeliness, apology, credibility, facilitation, and attentiveness and analyzed them pre- and post-pandemic. The results indicate the differential impacts of organizational responses on recovery satisfaction pre- and post-pandemic. Attentiveness (timeliness) had a significant role only pre- (post-) pandemic. Redress, credibility and facilitation remained crucial in both scenarios. Further, pre-pandemic results showed that the impact of organizational responses (credibility, timeliness, and facilitation) on recovery satisfaction was greater for failures associated with core rather than augmented elements of airline service. In the post-pandemic scenario, the impact of organizational responses on consumers’ recovery satisfaction was the same for both categories of service failures. Thus, post-pandemic, airlines may emphasize redress, credibility, timeliness, and facilitation responses in their social media posts for both service failure types.
AbneyA. K.PelletierM. J.FordT. R. S.HorkyA. B. (2017). #IHateYourBrand: Adaptive service recovery strategies on Twitter. Journal of Services Marketing, 31(3), 281–294. https://doi.org/10.1108/jsm-02-2016-0079
AkamaviR. K.IbrahimF.SwarayR. (2023). Tourism and troubles: Effects of security threats on the global travel and tourism industry performance. Journal of Travel Research, 62(8), 1755–1800. https://doi.org/10.1177/00472875221138792
4.
AkarsuT. N.MarviR.ForoudiP. (2023). Service failure research in the hospitality and tourism industry: A synopsis of past, present and future dynamics from 2001 to 2020. International Journal of Contemporary Hospitality Management, 35(1), 186–217. https://doi.org/10.1108/ijchm-11-2021-1441
5.
AlbrechtA. K.SchaefersT.WalshG.BeattyS. E. (2019). The effect of compensation size on recovery satisfaction after group service failures: The role of group versus individual service recovery. Journal of Service Research, 22(1), 60–74. https://doi.org/10.1177/1094670518802059
6.
AltinayL.AriciH. E. (2022). Transformation of the hospitality services marketing structure: A chaos theory perspective. Journal of Services Marketing, 36(5), 658–673. https://doi.org/10.1108/jsm-01-2021-0017
7.
AndreassenT. W. (2000). Antecedents to satisfaction with service recovery. European Journal of Marketing, 34(1/2), 156–175. https://doi.org/10.1108/03090560010306269
8.
AssafA. G.KockF.TsionasM. (2022). Tourism during and after COVID-19: An expert-informed agenda for future research. Journal of Travel Research, 61(2), 454–457. https://doi.org/10.1177/00472875211017237
9.
AthanasopoulosG.HyndmanR. J.KourentzesN.O’Hara-WildM. (2023). Probabilistic forecasts using expert judgment: The road to recovery from COVID-19. Journal of Travel Research, 62(1), 233–258. https://doi.org/10.1177/00472875211059240
10.
Bambauer-SachseS.RabesonL. E. (2015). Service recovery for moderate and high involvement services. Journal of Services Marketing, 29(5), 331–343. https://doi.org/10.1108/jsm-05-2014-0155
11.
BarlowJ.MøllerC. (1996). A complaint is a gift: Using customer feedback as a strategic tool. Berrett-Koehler Publishers.
BolívarD. (2013). For whom is restorative justice? A mixed-method study on victims and (non-) participation. Restorative Justice, 1(2), 190–214. https://doi.org/10.5235/20504721.1.2.190
17.
BozkurtS.GligorD. (2021). Distinguishing between the impact of social media public and private compliments on customers’ future service recovery expectations. Journal of Retailing and Consumer Services, 60, 102448. https://doi.org/10.1016/j.jretconser.2021.102448
18.
ÇallıL.ÇallıF. (2023). Understanding airline passengers during covid-19 outbreak to improve service quality: Topic modeling approach to complaints with latent dirichlet allocation algorithm. Transportation Research Record, 2677(4), 656–673. https://doi.org/10.1177/03611981221112096
19.
CammJ. D.CochranJ. J.FryM. J.OhlmannJ. W.AndersonD. R.SweeneyD. J.WilliamsT. A. (2015). Essential of Business analytics. Cengage Learning.
ChangC. C.HungJ. S. (2018). The effects of service recovery and relational selling behavior on trust, satisfaction, and loyalty. International Journal of Bank Marketing, 36(7), 1437–1454. https://doi.org/10.1108/ijbm-07-2017-0160
22.
ChangY. C.KuC. H.NguyenD. D. L. (2022). Predicting aspect-based sentiment using deep learning and information visualization: The impact of COVID-19 on the airline industry. Information Management, 59(2), 103587. https://doi.org/10.1016/j.im.2021.103587
23.
ChapmanT.ChapmanA. (2016). Forgiveness in restorative justice: Experienced but not heard?Oxford Journal of Archaeology, 5(1), 135–152. https://doi.org/10.1093/ojlr/rwv066
24.
ChatterjeeD. S. (2019). Explaining customer ratings and recommendations by combining qualitative and quantitative user generated contents. Decision Support Systems, 119, 14–22. https://doi.org/10.1016/j.dss.2019.02.008
25.
CoombsW. T. (1998). An analytic framework for crisis situations: Better responses from a better understanding of the situation. Journal of Public Relations Research, 10(3), 177–191. https://doi.org/10.1207/s1532754xjprr1003_02
26.
CoombsW. T. (2007). Protecting organization reputations during a crisis: The development and application of situational crisis communication theory. Corporate Reputation Review, 10(3), 163–176. https://doi.org/10.1057/palgrave.crr.1550049
27.
CrisafulliB.SinghJ. (2017). Service failures in e-retailing: Examining the effects of response time, compensation, and service criticality. Computers in Human Behavior, 77, 413–424. https://doi.org/10.1016/j.chb.2017.07.013
28.
DavidowM. (2003). Organizational responses to customer complaints: What works and what doesn’t. Journal of Service Research, 5(3), 225–250. https://doi.org/10.1177/1094670502238917
29.
DavidowM.LeighJ. H. (1998). The effects of organizational complaint responses on consumer satisfaction, word of mouth activity and repurchase intentions. Journal of Consumer Satisfaction, Dissatisfaction and Complaining Behavior, 11, 91–102.
30.
DilletteA. K.BenjaminS.CarpenterC. (2019). Tweeting the black travel experience: Social media counternarrative stories as innovative insight on #travelingwhileblack. Journal of Travel Research, 58(8), 1357–1372. https://doi.org/10.1177/0047287518802087
31.
EinwillerS. A.SteilenS. (2015). Handling complaints on social network sites – An analysis of complaints and complaint responses on Facebook and Twitter pages of large US companies. Public Relations Review, 41(2), 195–204. https://doi.org/10.1016/j.pubrev.2014.11.012
32.
FanY.NiuR. H. (2016). To tweet or not to tweet? Exploring the effectiveness of service recovery strategies using social media. International Journal of Operations & Production Management, 36(9), 1014–1036. https://doi.org/10.1108/ijopm-10-2013-0461
FoxJ. (Ed.). (2008). Applied regression analysis and generalized linear models (2nd ed.). Sage.
35.
GelbrichK. (2010). Anger, frustration, and helplessness after service failure: Coping strategies and effective informational support. Journal of the Academy of Marketing Science, 38(5), 567–585. https://doi.org/10.1007/s11747-009-0169-6
36.
GelbrichK.GäthkeJ.GrégoireY. (2015). How much compensation should a firm offer for a flawed service? An examination of the nonlinear effects of compensation on satisfaction. Journal of Service Research, 18(1), 107–123. https://doi.org/10.1177/1094670514543149
37.
GelbrichK.RoschkH. (2011). A meta-analysis of organizational complaint handling and customer responses. Journal of Service Research, 14(1), 24–43. https://doi.org/10.1177/1094670510387914
38.
GillyM. C.GelbB. D. (1982). Post-purchase consumer processes and the complaining consumer. Journal of Consumer Research, 9(3), 323–328. https://doi.org/10.1086/208927
39.
GrönroosC. (1988). Service quality: The six criteria of good perceived service quality. Business Review, 9(3), 10–13.
40.
GunarathneP.RuiH.SeidmannA. (2018). When social media delivers customer service: Differential customer treatment in the airline industry. MIS Quarterly, 42(2), 489–520. https://doi.org/10.25300/misq/2018/14290
41.
HomburgC.GrozdanovicM.KlarmannM. (2007). Responsiveness to customers and competitors: The role of affective and cognitive organizational systems. Journal of Marketing, 71(3), 18–38. https://doi.org/10.1509/jmkg.71.3.018
HuF.TeichertT.DengS.LiuY.ZhouG. (2021). Dealing with pandemics: An investigation of the effects of COVID-19 on customers’ evaluations of hospitality services. Tourism Management, 85, 104320. https://doi.org/10.1016/j.tourman.2021.104320
44.
JavornikA.FilieriR.GumannR. (2020). ‘Don’t forget that others are watching, too!’ the effect of conversational human voice and reply length on observers’ perceptions of complaint handling in social media. Journal of Interactive Marketing, 50(1), 100–119. https://doi.org/10.1016/j.intmar.2020.02.002
45.
KaratepeO. M.EkizE. H. (2004). The effects of organizational responses to complaints on satisfaction and loyalty: A study of hotel guests in Northern Cyprus. Managing Service Quality, 14(6), 476–486. https://doi.org/10.1108/09604520410569810
46.
KeininghamT. L.MorgesonF. V.AksoyL.WilliamsL. (2014). Service failure severity, customer satisfaction, and market share: An examination of the airline industry. Journal of Service Research, 17(4), 415–431. https://doi.org/10.1177/1094670514538119
KimbuA. N.AdamI.DayourF.de JongA. (2023). COVID-19-induced redundancy and socio-psychological well-being of tourism employees: Implications for organizational recovery in a resource-scarce context. Journal of Travel Research, 62(1), 55–74. https://doi.org/10.1177/00472875211054571
49.
KimE. E. K.SeoK.ChoiY. (2022). Compensatory travel post COVID-19: Cognitive and emotional effects of risk perception. Journal of Travel Research, 61(8), 1895–1909. https://doi.org/10.1177/00472875211048930
50.
KimT. T.KimW. G.KimH. B. (2009). The effects of perceived justice on recovery satisfaction, trust, word-of-mouth, and revisit intention in upscale hotels. Tourism Management, 30(1), 51–62. https://doi.org/10.1016/j.tourman.2008.04.003
51.
KomundaM.OsarenkhoeA. (2012). Remedy or cure for service failure?: Effects of service recovery on customer satisfaction and loyalty. Business Process Management Journal, 18(1), 82–103. https://doi.org/10.1108/14637151211215028
52.
KreyN.Tom DieckM. C.WuS.FountoulakiP. (2023). Exploring the influence of touch points on tourist experiences at crisis impacted destinations. Journal of Travel Research, 62(1), 39–54. https://doi.org/10.1177/00472875211053657
53.
KrippendorffK. (2004). Content analysis: An introduction to its methodology. Sage.
54.
KuoY. F.WuC. M. (2012). Satisfaction and post-purchase intentions with service recovery of online shopping websites: Perspectives on perceived justice and emotions. International Journal of Information Management, 32(2), 127–138. https://doi.org/10.1016/j.ijinfomgt.2011.09.001
55.
LambT. L.RuskinK. J.RiceS.KhorassaniL.WinterS. R.TruongD. (2021). A qualitative analysis of social and emotional perspectives of airline passengers during the COVID-19 pandemic. Journal of Air Transport Management, 94, 102079. https://doi.org/10.1016/j.jairtraman.2021.102079
56.
LeungX. Y.WuL.SunJ. (2023). Exploring secondary crisis response strategies for airlines experiencing low-responsibility crises: An extension of the situational crisis communication theory. Journal of Travel Research, 62(4), 878–892. https://doi.org/10.1177/00472875221095210
57.
LiC. Y.FangY. H. (2016). How online service recovery approaches bolster recovery performance? A multi-level perspective. Service Business, 10(1), 179–200. https://doi.org/10.1007/s11628-014-0264-8
58.
LiP.XiaoX.JordanE. (2022). Tourists’ visual attention and stress intensity in nature-based tourism destinations: An eye-tracking study during the COVID-19 pandemic. Journal of Travel Research, 62(8), 00472875221138788–00472875221141684. https://doi.org/10.1177/00472875221138788
59.
LiuH.JayawardhenaC.DibbS.RanaweeraC. (2019). Examining the trade-off between compensation and promptness in eWOM-triggered service recovery: A restorative justice perspective. Tourism Management, 75, 381–392. https://doi.org/10.1016/j.tourman.2019.05.008
60.
ManikaD.PapagiannidisS.BourlakisM. (2017). Understanding the effects of a social media service failure apology: A comparative study of customers vs. potential customers. International Journal of Information Management, 37(3), 214–228. https://doi.org/10.1016/j.ijinfomgt.2016.01.004
61.
MarcusA. A.GoodmanR. S. (1991). Victims and shareholders: The dilemmas of presenting corporate policy during a crisis. Academy of Management Journal, 34(2), 281–305. https://doi.org/10.5465/256443
MerkertR.PearsonJ. (2015). A non-parametric efficiency measure incorporating perceived airline service levels and profitability. Journal of Transport Economics and Policy, 49(2), 261–275.
64.
MigaczS. J.ZouS.PetrickJ. F. (2018). The “terminal” effects of service failure on airlines: Examining service recovery with justice theory. Journal of Travel Research, 57(1), 83–98. https://doi.org/10.1177/0047287516684979
65.
NazifiA.RoschkH.Villarroel OrdenesF.MarderB. (2022). Bad intentions: Customers’ negative reactions to intentional failures and mitigating conditions. Journal of Travel Research, 61(8), 1808–1827. https://doi.org/10.1177/00472875211044221
66.
NiliA.TateM.BarrosA.JohnstoneD. (2020). An approach for selecting and using a method of inter-coder reliability in information management research. International Journal of Information Management, 54, 102154. https://doi.org/10.1016/j.ijinfomgt.2020.102154
67.
OdoomR.AgbemabieseG. C.HinsonR. E. (2019). Service recovery satisfaction in offline and online experiences. Marketing Intelligence & Planning, 38(1), 1–14. https://doi.org/10.1108/mip-09-2018-0422
68.
OzmentJ.MorashE. A. (1994). The augmented service offering for perceived and actual service quality. Journal of the Academy of Marketing Science, 22(4), 352–363. https://doi.org/10.1177/0092070394224004
69.
OzuemW.RanfagniS.WillisM.RovaiS.HowellK. (2021). Exploring customers’ responses to online service failure and recovery strategies during covid-19 pandemic: An actor-network theory perspective. Psychology and Marketing, 38(9), 1440–1459. https://doi.org/10.1002/mar.21527
70.
O’MalleyL.C HarrisL.StoryV. (2023). Managing tourist risk, grief and distrust post COVID-19. Tourism and Hospitality Research, 23(2), 170–183. https://doi.org/10.1177/14673584221089730
71.
ParkJ. J.ParkJ. W. (2016). Investigating the effects of service recovery quality elements on passengers’ behavioral intention. Journal of Air Transport Management, 53, 235–241. https://doi.org/10.1016/j.jairtraman.2016.03.003
72.
PassyJ. (2023). Some airlines avoid twitter, putting a popular travel hack at risk. The Wall Street Journal.
73.
PiccinelliS.MoroS.RitaP. (2021). Air-travelers’ concerns emerging from online comments during the COVID-19 outbreak. Tourism Management, 85, 104313. https://doi.org/10.1016/j.tourman.2021.104313
74.
PiehlerR.SchadeM.HanischI.BurmannC. (2019). Reacting to negative online customer reviews: Effects of accommodative management responses on potential customers. Journal of Service Theory and Practice, 29(4), 401–414. https://doi.org/10.1108/jstp-10-2018-0227
75.
PunelA.Al Hajj HassanL.ErmagunA. (2019). Variations in airline passenger expectation of service quality across the globe. Tourism Management, 75, 491–508. https://doi.org/10.1016/j.tourman.2019.06.004
76.
RakiA.NayerD.NazifiA.AlexanderM.SeyfiS. (2021). Tourism recovery strategies during major crises: The role of proactivity. Annals of Tourism Research, 90, 103144. https://doi.org/10.1016/j.annals.2021.103144
RitaP.MoroS.CavalcantiG. (2022). The impact of COVID-19 on tourism: Analysis of online reviews in the airlines sector. Journal of Air Transport Management, 104, 102277. https://doi.org/10.1016/j.jairtraman.2022.102277
79.
SezgenE.MasonK. J.MayerR. (2019). Voice of airline passenger: A text mining approach to understand customer satisfaction. Journal of Air Transport Management, 77, 65–74. https://doi.org/10.1016/j.jairtraman.2019.04.001
80.
SharpS. (2007). The ideas of reparation. In JohnstoneG.Van NessD. W. (Eds.), Handbook of restorative justice (pp. 96–108). Taylor & Francis.
81.
SieringM.DeokarA. V.JanzeC. (2018). Disentangling consumer recommendations: Explaining and predicting airline recommendations based on online reviews. Decision Support Systems, 107, 52–63. https://doi.org/10.1016/j.dss.2018.01.002
SparksB. A.BradleyG. L. (2017). A “Triple A” typology of responding to negative consumer-generated online reviews. Journal of Hospitality & Tourism Research, 41(6), 719–745. https://doi.org/10.1177/1096348014538052
84.
SreenivasanN. D.Sian LeeC.Hoe-Lian GohD. (2012). Tweeting the friendly skies: Investigating information exchange among Twitter users about airlines. Program, 46(1), 21–42. https://doi.org/10.1108/00330331211204548
85.
SrnkaK. J.KoeszegiS. T. (2007). From words to numbers: How to transform qualitative data into meaningful quantitative results. Schmalenbach Business Review, 59(1), 29–57. https://doi.org/10.1007/bf03396741
86.
StaussB. (2002). The dimensions of complaint satisfaction: process and outcome complaint satisfaction versus cold fact and warm act complaint satisfaction. Managing Service Quality: An International Journal, 12(3), 173–183. https://doi.org/10.1108/09604520210429240
87.
SuluD.ArasliH.SaydamM. B. (2021). Air-travelers’ perceptions of service quality during the COVID-19 pandemic: Evidence from tripadvisor sites. Sustainability, 14(1), 435. https://doi.org/10.3390/su14010435
88.
SunX.WandeltS.ZhangA. (2022). COVID-19 pandemic and air transportation: Summary of recent research, policy consideration and future research directions. Transportation research interdisciplinary perspectives, 16, 100718. https://doi.org/10.1016/j.trip.2022.100718
89.
SwansonS. R.HsuM. K. (2011). The effect of recovery locus attributions and service failure severity on word-of-mouth and repurchase behaviors in the hospitality industry. Journal of Hospitality & Tourism Research, 35(4), 511–529. https://doi.org/10.1177/1096348010382237
TrianasariN.ButcherK.SparksB. (2018). Understanding guest tolerance and the role of cultural familiarity in hotel service failures. Journal of Hospitality Marketing & Management, 27(1), 21–40. https://doi.org/10.1080/19368623.2017.1329677
92.
Van VaerenberghY.VargaD.De KeyserA.OrsingherC. (2019). The service recovery journey: Conceptualization, integration, and directions for future research. Journal of Service Research, 22(2), 103–119. https://doi.org/10.1177/1094670518819852
93.
VuH. Q.LiG.LawR.ZhangY. (2018). Tourist activity analysis by leveraging mobile social media data. Journal of Travel Research, 57(7), 883–898. https://doi.org/10.1177/0047287517722232
94.
WangY. S.WuS. C.LinH. H.WangY. Y. (2011). The relationship of service failure severity, service recovery justice and perceived switching costs with customer loyalty in the context of e-tailing. International Journal of Information Management, 31(4), 350–359. https://doi.org/10.1016/j.ijinfomgt.2010.09.001
95.
WeathersD.SwainS. D.GroverV. (2015). Can online product reviews be more helpful? Examining characteristics of information content by product type. Decision Support Systems, 79, 12–23. https://doi.org/10.1016/j.dss.2015.07.009
96.
WeberK.HsuC. H. C. (2022). Beyond a single firm and internal focus service failure/recovery: Multiple providers and external service recoveries. Journal of Travel Research, 61(1), 50–63. https://doi.org/10.1177/0047287520974443
97.
WeunS.BeattyS. E.JonesM. A. (2004). The impact of service failure severity on service recovery evaluations andpost-recovery relationships. Journal of Services Marketing, 18(2), 133–146. https://doi.org/10.1108/08876040410528737
98.
XuX.LiuW.GursoyD. (2019). The impacts of service failure and recovery efforts on airline customers’ emotions and satisfaction. Journal of Travel Research, 58(6), 1034–1051. https://doi.org/10.1177/0047287518789285
99.
YangY.ZhangL.WuL.LiZ. (2023). Does distance still matter? Moderating effects of distance measures on the relationship between pandemic severity and bilateral tourism demand. Journal of Travel Research, 62(3), 610–625. https://doi.org/10.1177/00472875221077978
100.
YavasU.KaratepeO. M.BabakusE.AvciT. (2004). Customer complaints and organizational responses: A study of hotel guests in Northern Cyprus. Journal of Hospitality & Leisure Marketing, 11(2–3), 31–46. https://doi.org/10.1300/j150v11n02_04
101.
YuM.ChengM.YangL.YuZ. (2022). Hotel guest satisfaction during COVID-19 outbreak: The moderating role of crisis response strategy. Tourism Management, 93, 104618. https://doi.org/10.1016/j.tourman.2022.104618
ZizkaL.ChenM. M. (2023). “Sanitary measures, social distancing, safety”: The evolution of Swiss hoteliers’ covid-19 communication through three snapshots. Tourism and Hospitality Research, 14673584231162279. https://doi.org/10.1177/14673584231162279
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