Strengthening Customer Loyalty through Intimacy and Passion: Roles of Customer–Firm Affection and Customer–Staff Relationships in Services
Open accessAbstract
This study extends the existing satisfaction–trust–loyalty paradigm to investigate how customers’ affectionate ties with firms (customer–firm affection)—in particular, the components of intimacy and passion—affect customer loyalty in services. In a bilevel model, the authors consider customer–staff and customer–firm interactions in parallel. Through a netnography study and survey research in two service contexts, they confirm (1) the salience of intimacy and passion as two underrecognized components of customer–firm affection that influence customer loyalty, (2) the complementary and mediating role of customer–firm affection in strengthening customer loyalty, (3) significant affect transfers from the customer–staff to the customer–firm level, and (4) the dilemma that emerges when customer–staff relationships are too close. The findings provide several implications for researchers and managers regarding how intimacy and passion can enrich customer service interactions and how to manage customer–staff relationships properly.
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Claims the paper makes
0 of 46 cited sources checked · 0 supported · 0 flagged
- Findingnone given
The study found a dilemma when customer-staff relations are too close.
“(4) the dilemma that emerges when customerstaff relations are too close.”
Quote in the paperSubstantial claim - Findingown data
The study found that customer-firm affection plays a complementary and mediating role in strengthening customer loyalty.
“(2) the complementary and mediating role of customer-firm affection in strengthening customer loyalty”
Quote in the paperSubstantial claim - Findingown data
The study found significant affect transfers from customer-staff to customer-firm levels.
“(3) significant affect transfers from customer-staff to customer-firm levels”
Quote in the paperSubstantial claim - Findingown data
The study found that intimacy and passion are underrecognized components of customer-firm affection that influence customer loyalty.
“they confirm (1) the salience of intimacy and passion as two underrecognized components of customer-firm affection that influence customer loyalty”
Quote in the paperSubstantial claim - Findingreasoning
Excellent service quality and satisfaction provide the necessary ingredients for customer-firm affection.
“In short, excellent service quality and satisfaction provide the necessary ingredients for customer-firm affection, as supported by comments from the netnography study:”
Quote in the paperSubstantial claim
- Findingown data
The netnography results support the applicability of Sternberg's love paradigm to conceptualize customer-firm affection, because consumers' expressions of affection toward firms include terminology consistent with intimacy, passion, and commitment.
“The results support the applicability of Sternberg's love paradigm to conceptualize customerfirm affection, in that consumers' expressions of affection toward firms include terminology consistent with intimacy, passion, and commitment.”
Quote in the paperSubstantial claim - Findingown data
The three components of customer-firm affection apply to both low-involvement and high-involvement categories.
“The three components apply to both lowinvolvement (convenience stores, fast food restaurants) and high-involvement (education, financial services) categories.”
Quote in the paperSubstantial claim - Findingown data
In hair salons, mean intimacy is greater than mean commitment (t(359) = 14.059, p < .001).
“Hair salon (intimacy > commitment, t (359) = 14.059, p < .001”
Quote in the paperNot a substantial claim - Findingown data
In fast food restaurants, mean intimacy is greater than mean commitment (t(359) = 18.866, p < .001).
“fast food (intimacy > commitment, t (359) = 18.866, p < .001”
Quote in the paperNot a substantial claim - Findingown data
Commitment is significantly stronger than passion for hair salons (3.27 vs 3.08, t(359)=5.181, p<.001).
“whereas commitment is significantly stronger than passion for hair salons (3.27 versus 3.08, t (359) = 5.181, p < .001).”
Quote in the paperSubstantial claim - Findingown data
For fast food restaurants, the second-order factor loadings of the three first-order indicators are intimacy .899, passion .876, and commitment .736.
“fast food restaurant-intimacy (.899), passion (.876), and commitment (.736)”
Quote in the paperNot a substantial claim - Findingown data
Customers of relational services (hair salons) have stronger staff loyalty intentions than customers of transactional services (fast food restaurants) (HS mean = 3.52, FF mean = 2.14, t(359) = 21.319, p < .001).
“staff loyalty: HS mean = 3.52, FF mean = 2.14, t (359) = 21.319,p < .001”
Quote in the paperSubstantial claim- Rests on an assumption: Fast food restaurants are transactional services and hair salons are relational services.
- Findingown data
The proposed causal paths (15 for fast food and 18 for hair salons) are significant for both services.
“Fourth, beyond these differences, we note that the proposed causal paths (15 for fast food and 18 for hair salons) are significant for both services.”
Quote in the paperSubstantial claim - Findingown data
Customers of relational services (hair salons) have greater switching intentions if the staff member were to leave than customers of transactional services (fast food restaurants) (HS mean = 3.19, FF mean = 1.65, t(359) = 18.345, p < .001).
“switching: HS mean = 3.19, FF mean = 1.65, t (359) = 18.345, p < .001”
Quote in the paperSubstantial claim- Rests on an assumption: Fast food restaurants are transactional services and hair salons are relational services.
- Findingown data
Customer-firm affection mediates the effects of service quality and customer satisfaction on firm trust and firm loyalty.
“Consistent with H 2 , customer-firm affection mediates the effects of service quality and customer satisfaction on firm trust and firm loyalty.”
- Also stated in: § DISCUSSION AND IMPLICATIONS · plain
“Customer-firm affection also mediates the effect of satisfaction on firm trust and firm loyalty”
Quote in the paperSubstantial claim - Also stated in: § DISCUSSION AND IMPLICATIONS · plain
- Findingown data
After adding customer-firm affection, modification indices revealed two potential links from customer-firm affection to staff trust and staff loyalty.
“After we add customer-firm affection, the modification indices reveal two potential links from customer-firm affection to staff trust and staff loyalty.”
Quote in the paperNot a substantial claim - Findingown data
Including these two links significantly reduced chi-square statistics.
“When we include these paths, the chi-square statistics drop significantly.”
Quote in the paperSubstantial claim - Findingreasoning
The effect of staff loyalty intentions on firm loyalty intentions is not significant in the fast food context, though in the hypothesized direction.
“Namely, the effect of staff loyalty intentions on firm loyalty intentions is not significant (though in the hypothesized direction) in the fast food context.”
Quote in the paperSubstantial claim - Findingown data
Mean intimacy ratings differ between hair salons and fast food restaurants (HS mean = 3.83, FF mean = 3.74, t(359) = 1.839, p < .10).
“intimacy (HS mean = 3.83, FF mean = 3.74, t (359) = 1.839, p < .10)”
Quote in the paperNot a substantial claim - Findingown data
Mean commitment ratings differ between hair salons and fast food restaurants (HS mean = 3.27, FF mean = 2.91, t(359) = 6.788, p < .001).
“commitment (HS mean = 3.27, FF mean = 2.91, t (359) = 6.788, p < .001)”
Quote in the paperNot a substantial claim - Findingown data
Affect transfer occurs from the customer-staff level to the customer-firm level.
“As Table 3 reveals, affect transfer occurs from the customer-staff to the customer-firm level.”
Quote in the paperSubstantial claim - Findingown data
Intimacy receives the highest ratings among the three components in both service contexts.
“As we expected, intimacy receives the highest ratings among the three components in both service contexts.”
Quote in the paperNot a substantial claim - Findingown data
For hair salons, the second-order factor loadings of the three first-order indicators are intimacy .873, passion .905, and commitment .839.
“hair salon-intimacy (.873), passion (.905), and commitment (.839)”
Quote in the paperNot a substantial claim - Findingown data
Mean passion ratings do not differ significantly between hair salons and fast food restaurants (HS mean = 3.08, FF mean = 3.07, t(359) = .091, p > .10).
“passion (HS mean = 3.08, FF mean = 3.07, t(359) = .091,p > .10)”
Quote in the paperNot a substantial claim - Findingown data
In fast food restaurants, mean intimacy is greater than mean passion (t(359) = 17.023, p < .001).
“intimacy > passion, t (359) = 17.023, p < .001)”
Quote in the paperNot a substantial claim - Findingown data
The area of the affection triangle is significantly larger on average for hair salons than for fast food restaurants.
“we find that the area of the affection triangle is significantly larger on average for hair salons than for fast food restaurants”
Quote in the paperSubstantial claim - Findingown data
Passion is significantly stronger than commitment for fast food (3.07 vs 2.91, t(359)=4.001, p<.001).
“Passion is significantly stronger than commitment for fast food (3.07 versus 2.91, t (359) = 4.001, p < .001)”
Quote in the paperSubstantial claim - Findingown data
The difference in the amount of passion between hair salons and fast food restaurants is not significant.
“though the difference in the amount of passion is not significant.”
Quote in the paperNot a substantial claim - Findingown data
In hair salons, mean intimacy is greater than mean passion (t(359) = 20.193, p < .001).
“intimacy > passion, t (359) = 20.193,p < .001)”
Quote in the paperNot a substantial claim - Findingown data
All three constituent components of customer-firm affection contribute substantially to improving the fit of the proposed model.
“Results of the R 2 change and effect size assessment suggest that all three constituent components of customer-firm affection contribute substantially to the improvement in the fit of our proposed model.”
Quote in the paperSubstantial claim - Premisecitation
Affectionate ties with brands are linked to consumers' commitment and loyalty to the brand.
“These studies also establish that affectionate ties with brands link to consumers' commitment (Fournier 1998) and loyalty (Thomson, MacInnis, and Park 2005) to the brand.”
Quote in the paperSubstantial claim0 of 2 sources checked - Premisecitation
Consumers develop strong affectionate ties to products and activities.
“Consumers are known to develop strong affectionate ties to products and activities (Carroll and Ahuvia 2006;Chaudhuri and Holbrook 2001;Fournier 1998).”
Quote in the paperNot a substantial claim0 of 3 sources checked - Interpretationcitation
Satisfaction and consumption affect are specific to an experience.
“In contrast, satisfaction and consumption affect (Westbrook and Oliver 1991) are specific to an experience (e.g., how satisfied [happy] are you with our hotel service?).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Westbrook and Oliver 1991 source
- Premisecitation
In B-to-B contexts, business customers make conscious distinctions between aspects of service attributable to the service agent and to the organization.
“In a B-to-B context, Bolton, Smith, and Wagner (2003) suggest that business customers make conscious distinctions between aspects of service attributable to the service agent and to the organization.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Bolton, Smith, and Wagner 2003 source
- Interpretationreasoning
Intimacy between firms and customers might form in similar ways through positive consumption interactions.
“In the service context, intimacy between firms and customers might form in similar ways through positive consumption interactions.”
Quote in the paperNot a substantial claim - Premisecitation
The more affectively attached consumers feel, the more likely they are to continue patronizing the service provider.
“Service literature suggests that such bonds oblige consumers to be more loyal to the same firm (Bansal, Irving, and Taylor 2004); the more affectively attached consumers feel, the more likely they are to continue patronizing the service provider (Fleming, Coffman, and Harter 2005).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Bansal, Irving, and Taylor 2004 source
- cites Fleming, Coffman, and Harter 2005
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationcitation
Firms can display and offer excellent service quality and satisfaction as rewards to attract consumers and cause them to develop affectionate ties.
“Consistent with Buss's (1988) evolutionary approach, we argue that firms can display and offer excellent service quality and satisfaction (as rewards) to attract consumers and cause them to develop affectionate ties.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Buss 1988
- Study design and conductreasoning
The Lovemarks Online Community provides an externally valid platform for studying consumer love of brands and firms.
“Thus, it provides an externally valid platform for researchers to study consumer love of brands and firms.”
Quote in the paperSubstantial claim - Interpretationreasoning
Customers form strong affectionate ties with service firms.
“First, customers form strong affectionate ties with service firms.”
Quote in the paperSubstantial claim - Premisecitation
The marketing literature on customer-firm relationships largely ignores how intimacy and passion may contribute to relationship formation.
“Yet this stream of research largely ignores how intimacy and passion may contribute to relationship formation (Fournier 1998).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Fournier 1998 source
- Interpretationreasoning
Exceptional service drives customer-firm affection.
“Second, exceptional service drives customer-firm affection.”
Quote in the paperSubstantial claim - Interpretationcitation
Customer-firm affection involves strong behavioral outcomes through a two-step relationship continuation process.
“Customer-firm affection also involves strong behavioral outcomes through a two-step relationship continuation process.”
Quote in the paperSubstantial claim - Premisecitation
Separating customer evaluations of the service firm from those of service employees is salient for both B-to-B and B-to-C services.
“This development, which separates customer evaluations of the service firm from those of service employees, proves salient for both business-to-business (B-to-B) and business-to-consumer (B-to-C) services (Iacobucci and Ostrom 1996).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Iacobucci and Ostrom 1996 source
- Premisecitation
Strong customer-staff loyalty can produce a hostage effect where staff use the relationship to kidnap customers, creating a double-edged sword dilemma.
“Strong customer-staff loyalty may lead to a hostage effect, in which service staff use their relationship to kidnap customers and thereby create a double-edged sword dilemma (e.g., Beatty et al. 1996).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Beatty et al. 1996
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
Customer-firm affection is a potentially viable construct that may provide the missing link to loyalty in services.
“Third, customer-firm affection is a potentially viable construct that may provide the missing link to loyalty in services.”
Quote in the paperSubstantial claim- Rests on an assumption: Customers' affectionate ties with service firms rarely receive research attention.
- Interpretationcitation
Customer-firm affection differs from satisfaction and consumption affect in its formation, nature, and effect.
“Customer-firm affection differs from two related constructs-satisfaction (Oliver 1980) and consumption affect (Westbrook and Oliver 1991)-in terms of its formation, nature, and effect.”
Quote in the paperSubstantial claim0 of 2 sources checked - Interpretationreasoning
Similar transfers should occur with relational factors such as trust and loyalty.
“Similar transfers should occur with relational factors such as trust and loyalty.”
Quote in the paperSubstantial claim - Premisecitation
B-to-B customers optimize relationships by trading off social resources related to staff with economic resources related to the service firm.
“Using a resource exchange theory-driven model, they show that B-to-B customers optimize relationships by trading off social resources (related to staff) with economic resources (related to service firm).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Bolton, Smith, and Wagner 2003 source
- Interpretationreasoning
Cross-level transfer of trust and loyalty receives support from affect transfer mechanisms and attribution theory.
“This cross-level transfer of trust and loyalty receives support from both affect transfer mechanisms and attribution theory.”
Quote in the paperSubstantial claim - Interpretationreasoning
Customer-firm affection should exert significant impacts on consumers' trust and loyalty toward the firm.
“Therefore, customer-firm affection should exert significant impacts on consumers' trust and loyalty toward the firm.”
Quote in the paperSubstantial claim - Premisecitation
Customers scoring in the upper 15-20% on emotional attachment deliver a 23% premium over average customers in share of wallet, revenue, profitability, and relationship growth.
“Customers who score in the upper 15-20% on their emotional attachment measure deliver a 23% premium compared with the average customer in share of wallet, revenue, profitability, and relationship growth.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Fleming, Coffman, and Harter 2005
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationreasoning
The affective experience motivates customers to approach the firm more frequently.
“First, the affective experience motivates customers to approach the firm more frequently.”
Quote in the paperSubstantial claim - Study design and conductown data
All cross-construct correlation coefficients are significantly less than 0.1 in absolute value at p < .10.
“All cross-construct correlation coefficients are significantly (p < .10)less than .|0.1|”
Quote in the paperSubstantial claim - Interpretationown data
The potential double-edged sword effect is more likely in relational services.
“Thus, the potential double-edged sword effect is more likely in relational services.”
Quote in the paperSubstantial claim - Interpretationown data
The rub-off effect of positive customer-staff relations may not occur in transactional services.
“suggesting that the”
Quote in the paperSubstantial claim - Premisecitation
Hairdressers frequently serve as informal sources of social support and assistance to customers with personal problems, providing psychological counsel and allowing customers to unburden themselves.
“Hairdressers frequently are informal sources of social support and assistance to customers with personal problems, such that customers look to them for psychological counsel and to unburden their”
Quote in the paperSubstantial claim0 of 1 sources checked- cites McCracken 1995
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- Interpretationown data
The findings suggest that building loyalty requires cultivating affectionate ties that include both intimacy and passion.
“our findings also suggest building loyalty requires cultivating affectionate ties that comprise both intimacy and passion.”
Quote in the paperSubstantial claim - Interpretationreasoning
The double-edged sword effect may be relevant only for relational services.
“Therefore, the double-edged sword effect may be relevant only for relational services.”
Quote in the paperSubstantial claim - Study design and conductown data
The discriminant validity requirement is reasonably well met by the constructs.
“we consider the discriminant validity requirement reasonably well met by our constructs.”
Quote in the paperSubstantial claim - Interpretationreasoning
Fast food and hairstyling are appropriate examples of the transactional-relational continuum for the research purpose.
“Thus, fast food and hairstyling are appropriate examples of the transactional-relational continuum of services that fit our research purpose.”
Quote in the paperSubstantial claim- Rests on an assumption: Customer-hairdresser relationships may entail intimate bonds of mutual respect, trust, and affection, as well as deep connections with vast emotional consequences.
- Interpretationreasoning
Customer-firm affection is driven by satisfaction and service quality.
“which suggests it is driven by satisfaction (and service quality)”
Quote in the paperSubstantial claim - Study design and conductown data
For each construct, AVE is greater than its highest shared variance with other constructs in both contexts, except firm trust and staff trust in hair salon.
“For each construct, the AVE is greater than its highest shared variance with other constructs in both service contexts, except for firm trust and staff trust in the hair salon context.”
Quote in the paperSubstantial claim - Study design and conductown data
The confidence interval around the correlation between any two latent constructs is significantly less than |1.0| at p < .10.
“First, we find that the confidence interval around the correlation between any two latent constructs is significantly (p < .10)less than |1.0|.”
Quote in the paperSubstantial claim - Interpretationreasoning
The finding substantiates the evaluative base model of emotional elicitation.
“and substantiates the evaluative base model of emotional elicitation.”
Quote in the paperSubstantial claim - Study design and conductown data
Discriminant validity of customer-firm affection was supported by chi-square difference tests, with all differences highly significant.
“We assess the discriminant validity of customer-firm affection with chi-square difference tests and find all chi-square differences are highly significant”
Quote in the paperSubstantial claim - Study design and conductown data
Nonresponse bias assessment found no significant demographic differences between qualified and nonqualified respondents.
“We assess nonresponse bias by comparing qualified and nonqualified respondents and find no significant demographic differences between the two groups.”
Quote in the paperNot a substantial claim - Interpretationown data
The positive findings for affect transfer suggest that strong customer-staff relations benefit customer-firm relations.
“The positive findings for affect transfer suggest that strong customer-staff relations benefit customer-firm relations.”
Quote in the paperSubstantial claim - Interpretationcitation
Sternberg's triangular theory of love and its constituent components apply to exemplary services on the transactional-relational continuum.
“Second, Sternberg's (1986) triangular theory of love and its constituent components apply to exemplary services on the transactional-relational continuum.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Sternberg (1986) source
- May combine two claims. 37
- Classified as probably not a substantial claim. 19
May combine two claims.
Findingown dataPostings about high-involvement categories tend to reveal relatively high commitment, whereas postings about low-involvement categories are relatively higher in passion, though both achieve similar ratings on intimacy.
“Postings about high-involvement categories tend to reveal relatively high commitment, whereas those about low-involvement categories are relatively higher in passion, though both achieve similar ratings on intimacy.3”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataH1a is supported in both service contexts and H1b is supported in the hair salon context.
“Overall, H 1a in both service contexts and H 1b in the hair salon context are supported.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataThe difference in the path from staff trust to firm trust between hair salons and fast food is not significant (χ2 diff(1)=.10, p>.10), so H3c is not supported.
“This difference is not significant (χ 2 diff. (1) = .10,p > .10),so H 3c .isnot supported.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataCustomers' trust and loyalty toward staff directly influence their firm trust and firm loyalty, respectively, with one exception.
“Consistent with our hypotheses, customers' trust and loyalty toward the staff directly influence their firm trust and loyalty, respectively, with one exception.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataCustomer-firm affection complements satisfaction and trust in affecting customer loyalty, and each exerts significant direct effects.
“First, customer-firm affection complements satisfaction and trust in affecting customer loyalty; each exerts significant direct effects.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataOf all mediation tests in both contexts, only the effect of customer satisfaction on firm loyalty in fast food indicates full mediation by customer-firm affection; the remaining tests indicate partial mediation.
“Of all the mediation tests in both service contexts, only one (effect of customer satisfaction on firm loyalty in the fast food context) implies a full mediation effect of customer-firm affection; the remaining test results suggest a partial mediating effect (see the Web Appendix for details).”
Quote in the paperNot a substantial claimMay combine two claims.
Findingown dataThe extant model of customer-firm and customer-staff relationships is confirmed in both service contexts, except the direct effect of staff trust on staff loyalty is not significant in fast food.
“Our results confirm the extant model of customer-firm and customer-staff relationships in both service contexts, except that the direct effect of staff trust on staff loyalty is not significant in the fast food context, though it fits our hypothesized direction.”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataService quality perceptions and customer satisfaction, along with social rapport with staff, significantly contribute to trust development, which significantly impacts customer loyalty and share of purchase.
“service quality perceptions and customer satisfaction built through product and service experience, parallel with the personal relationship developed through social rapport with staff, significantly contribute to the development of trust, which has a significant impact on customer loyalty (and share of purchase).”
Quote in the paperSubstantial claimMay combine two claims.
FindingcitationNo significant gender differences exist between male and female subsamples except customer-firm affection in fast food (female 3.30 > male 3.16, p<.10) and staff loyalty in hair salon (female 3.62 > male 3.39, p<.05).
“The results indicate no significant differences between male and female subsamples, except for customer-firm affection in the fast food restaurant context ( female (3.30) > male (3.16), p < .10)and staff loyalty in the hair salon context ( female (3.62) > male (3.39), p <.05 ).”
Quote in the paperNot a substantial claimMay combine two claims.
FindingreasoningCustomer-staff relations affect customer-firm relations in hair salon but not fast food.
“customer-staff relations affect customer-firm relations in the hair salon but not the fast food context”
Quote in the paperSubstantial claimMay combine two claims.
Findingown dataNested model comparisons yielded the same results as the regression analyses, supporting the proposed partially mediated model.
“The results are the same as those revealed by regressions, in support of our proposed partially mediated model.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisereasoningBoth attachment theory and Sternberg's love theory treat people's affectionate bonds with people, objects, or brands as multifaceted, with intimacy and passion as core elements.
“In summary, both attachment theory and Sternberg's love theory define people's affectionate bonds with people, objects, or brands as a multifaceted construct with intimacy (connectedness) and passion as its core elements.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
PremisecitationSternberg's triangular theory of love defines love as having three constituent components: intimacy, passion, and commitment.
“Sternberg (1986Sternberg ( , 1988) ) synthesizes previous attempts and defines love according to three constituent components: intimacy, passion, and commitment.”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Sternberg 1986 source
- cites Sternberg 1988
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
PremisecitationIn transactional services, staff play a minor role and provide less salient service quality indicators; these services focus on exchange outcomes and involve lower interdependence.
“In contrast, staff plays a relatively minor role and provides less salient indicators of service quality in transactional services, which tend to focus on exchange outcomes and involve lower interdependence levels (Macneil 1980).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Macneil 1980
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim.
PremisecitationIf customer-staff relations dominate, a potential hostage situation emerges in which service staff can kidnap customers.
“However, if customer-staff relations dominate, a potential”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Bendapudi and Leone 2002 source
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationMost services can be classified along a relational-transactional continuum.
“Most services can be classified along a relational-transactional continuum (Dwyer, Schurr, and Oh 1987;Macneil 1980).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Dwyer, Schurr, and Oh 1987 source
- cites Macneil 1980
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim.
InterpretationreasoningExtant research suggests building models that contain distinctive, separate consumer evaluation processes of service employees and firms.
“In summary, extant research suggests we must build models that contain distinctive, separate consumer evaluation processes of service employees and firms.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationcitationConsumption affect includes both positive and negative feelings.
“In contrast, consumption affect includes both positive and negative (e.g., distress) feelings (Westbrook and Oliver 1991).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Westbrook and Oliver 1991 source
May combine two claims.
PremisecitationHairstyling involves interactions and customization, compels intimacy, and requires cooperative actions and adjustments by both parties who share benefits and burdens and feel motivation to engage further.
“Hairstyling involves interactions and customization, compels intimacy (McCracken 1995), and requires cooperative actions and adjustments by both parties, who then share the benefits and burdens of the exchange and feel motivation to engage further.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites McCracken 1995
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
PremisecitationIf an employee leaves the firm, the customer may leave with them, and firms have limited responses.
“If the employee leaves the firm, the customer may leave with him or her (Bendapudi and Leone 2002), and firms have limited responses.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Bendapudi and Leone 2002 source
May combine two claims.
PremisecitationCustomers who are passionate about firms have substantially lower attrition rates and higher spending levels than those who are not.
“Fleming, Coffman, and Harter (2005) report, on the basis of case studies of a large U.S. retail bank and a Japanese luxury retailer, that customers who are passionate about firms have substantially lower attrition rates and higher spending levels than those who are not.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Fleming, Coffman, and Harter 2005
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
PremisecitationAs interdependence and commitment grow, customers ignore other alternatives, willingly sacrifice for the relationship, and display prorelationship behaviors.
“Second, as interdependence and commitment grow, customers ignore other alternatives, willingly sacrifice for the relationship, and display prorelationship behaviors (Gonzaga et al. 2001).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Gonzaga et al. 2001 source
Probably not a substantial claim: may not pass S3 (load-bearing). May combine two claims.
PremisecitationBowen cites hair salons and fast food restaurants as exemplary of the first and third groups, respectively.
“Bowen cites hair salons and fast food restaurants as exemplary of the first and third groups, respectively.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Bowen 1990 source
Probably not a substantial claim: may not pass S2 (checkable).
Interpretationnone givenCustomer-firm affection is an affectionate, enduring bond often formed through multiple favorable experiences and interactions.
“First, customer-firm affection reflects an affectionate, enduring bond, often formed through multiple favorable experiences and interactions.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationConsumers attribute staff behavior to firm management, so better service prompts consumers to give credit to the firm, facilitating affect transfer across customer-staff and customer-firm levels.
“Moreover, according to attribution theory, consumers attribute the staff's behavior to firm management (Bitner, Booms, and Tetrault 1990), so better service prompts consumers to give credit to the firm, which facilitates affect transfer across the customer-staff and customer-firm levels.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Bitner, Booms, and Tetrault 1990 source
May combine two claims.
PremisecitationFast food is often standardized with limited customer contact and attracts customers through price, speed, consistency, and convenient location.
“Fast food is often standardized with limited customer contact (Bowen 1990) and thus attracts customers with price, speed of service, consistency, and convenient location (Kasdan 1996).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Bowen 1990 source
- cites Kasdan 1996
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim.
PremisecitationIn retail sales, there is a need to distinguish relationship selling from relationship marketing because the former accrues benefits to staff, perhaps at the expense of the firm.
“In retail sales, Beatty and colleagues (1996) confirm the need to distinguish between relationship selling (i.e., locking customer and sales associate together) and relationship marketing (i.e., connecting customer to firm), because the former accrues benefits to the staff, perhaps at the expense of the firm.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Beatty and colleagues 1996
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim. May combine two claims.
InterpretationcitationCustomer-firm affection represents positive feelings, with its lower bound defined as the absence of any particular feelings for a service firm.
“Fourth, customer-firm affection represents positive feelings; its lower bound is defined as the absence of any particular feelings for a service firm (Shimp and Madden 1988).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Shimp and Madden 1988
May combine two claims.
Interpretationnone givenCustomers develop love-like attachments to a service firm when the firm enables them to define or express themselves, whereas consumption affect requires no such condition.
“Second, customers develop”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationRelational services focus on the exchange process and require higher interdependence.
“Second, relational services focus on the exchange process and thus require higher levels of interdependence (Dwyer, Schurr, and Oh 1987;Macneil 1980).”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Dwyer, Schurr, and Oh 1987 source
- cites Macneil 1980
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
InterpretationcitationCustomer-firm affection consists of three components whose different combinations result in distinctively different types of love.
“Third, though all three constructs are multidimensional, customer-firm affection consists of three components, whose different combinations result in distinctively different types of love (Sternberg 1988), unlike either satisfaction or consumption affect.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Sternberg 1988
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
PremisecitationRelational services require longer duration, help customers understand firm aims and operations, and prompt stronger commitment.
“Relational services demand longer duration, help customers gain a better understanding of the aims and operations of the firm, and prompt stronger commitment (Hut and Speh 1995).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Hut and Speh 1995
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
Classified as probably not a substantial claim.
PremisecitationConsumers form dual trust and loyalty toward frontline employees and firm policies and practices.
“Sirdeshmukh, Singh, and Sabol (2002) take this perspective further and propose that consumers form dual trust and loyalty toward frontline employees and firm policies and practices.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Sirdeshmukh, Singh, and Sabol 2002 source
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductown dataThe netnography study achieved a very high level of interrater reliability (> .90) among judges.
“Third, the two judges independently and formally coded the remaining 190 postings and reached a very high level of interrater reliability (> .90).”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductown dataFor hair salon, exploratory factor analysis yielded a five-factor solution explaining 72.89% of variance, with all items loading on appropriate factor except firm trust and employee trust, which load on same factor.
“For the hair salon, the results indicate a five-factor solution that explains 72.89% of the variance, with all items loading on the appropriate factor except for firm trust and employee trust, which load on the same factor.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable), S3 (load-bearing).
Interpretationown dataThe salience of intimacy indicates that firms must restrategize or redesign their customer-staff interactions.
“The salience of intimacy indicates that firms must restrategize or redesign their customer-staff interactions”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationown dataConsumers of relational services experience commitment-dominant customer-firm affection, whereas consumers of transactional services develop passion-dominant customer-firm affection.
“Consumers of relational services experience commitment-dominant customer-firm affection, whereas those of transactional services develop passion-dominant customer-firm affection.”
- Also stated in: § DISCUSSION AND IMPLICATIONS · hedged
“As to the nature of customer-firm affection, relational services tend to be commitment driven, whereas transactional services are more passion driven.”
Quote in the paperSubstantial claim- Rests on an assumption: Customers in transactional services have lower involvement and seek more variety to fulfill excitement-seeking motivations.
- Also stated in: § DISCUSSION AND IMPLICATIONS · hedged
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationThe cumulative satisfaction measure has proved a valid indicator of a firm's past, current, and future performance.
“We use a cumulative approach to measure customer satisfaction, which has proved a valid indicator of a firm's past, current, and future performance (Bitner and Hubbert 1994).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Bitner and Hubbert 1994 source
May combine two claims.
Study design and conductown dataFor fast food, exploratory factor analysis yielded a six-factor solution explaining 71.47% of variance, with all items loading on appropriate factor; two crossloadings > .35 were deleted.
“For fast food, the results indicate a six-factor solution that explains 71.47% of the variance, and all items load on the appropriate factor; the two crossloadings greater than .35are deleted from further analysis.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenAll measures were professionally translated through back translation between Chinese and English to ensure conceptual equivalence.
“All measures were professionally translated through back translation (Chinese and English) to ensure conceptual equivalence.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisecitationThe contention that referral is a strong indicator of loyalty intentions remains controversial.
“the contention that referral is a strong indicator of loyalty intentions remains controversial”
Quote in the paperSubstantial claim0 of 2 sources checked- cites Reichheld (2003)
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
- cites Morgan and Rego (2006) source
May combine two claims.
Study design and conductcitationAll factor loadings are highly significant, composite reliabilities exceed .75, and AVE estimates except hair salon firm trust exceed .50, demonstrating adequate convergent validity and reliability.
“All factor loadings are highly significant (p < .001),composite reliabilities of all constructs are greater than .75, and all variance extracted (AVE) estimates (except hair salon firm trust) are greater than .50(Fornell and Larcker 1981); therefore, the measures demonstrate adequate convergent validity and reliability.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Fornell and Larcker 1981
Couldn’t be matched to a paper in Crossref, so it can’t be checked.
May combine two claims.
Study design and conductown dataThe measurement models fit the data well and demonstrate adequate reliability, good convergent validity, and acceptable discriminant validity.
“In summary, the measurement models fit the data well and demonstrate adequate reliability, good convergent, and acceptable discriminant validity.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataThe consistent salience of the proposed causal paths suggests the model is reasonably parsimonious and there are more commonalities across services than may be realized.
“Although the size of the coefficients may differ because of the contexts, their consistent salience suggests that our model is reasonably parsimonious and that there are more commonalities across services than we may realize.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
PremisecitationMorgan and Rego (2006) found that referral intention or behavior metrics have little or no predictive value for future business performance.
“Morgan and Rego (2006) find that metrics based on referral intentions or behaviors have little or no predictive value for future business performance.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Morgan and Rego (2006) source
May combine two claims.
InterpretationreasoningCustomers develop loyalty to a hair salon because of loyalty to hairstylists, who are prominent firm agents and whose performance is a key service characteristic; in fast food, staff play a minor role and contribute less to service quality.
“Customers develop a loyalty to a hair salon because of their loyalty to hairstylists, who function as prominent firm agents and whose performance represents a key characteristic of the service, but in fast food contexts, staff plays a minor role and contributes less to service quality.”
Quote in the paperSubstantial claim- Rests on an assumption: Service staff in relational services are prominent firm agents and their performance is a key service characteristic.
Probably not a substantial claim: may not pass S3 (load-bearing).
Study design and conductnone givenThe questionnaire items were pretested and modified with a sample of 35 consumers.
“We pretested and modified the questionnaire items with a sample of 35 consumers.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductown dataChi-square difference tests for all construct pairs showed the restricted model was significantly worse than the freely estimated model, supporting discriminant validity.
“All chi-square differences are significant, in support of discriminant validity.”
Quote in the paperSubstantial claimMay combine two claims.
Interpretationown dataRelational services (hair salons) exhibit a greater amount of customer-firm affection than transactional services (fast food), with more intimate, passionate, and committed relationships, though the passion difference is not significant.
“which suggests that customers maintain more intimate, passionate, and committed relationships with hair salons than fast food restaurants”
- Also stated in: § DISCUSSION AND IMPLICATIONS · plain
“In general, relational services exhibit a greater amount of affection than do transactional services.”
Quote in the paperSubstantial claim- Rests on an assumption: Customers in transactional services have lower involvement and seek more variety to fulfill excitement-seeking motivations.
- Also stated in: § DISCUSSION AND IMPLICATIONS · plain
May combine two claims.
Study design and conductown dataThe measurement model of customer-firm affection achieved good fit for fast food and adequate fit for hair salon.
“The measurement model of the construct achieves a good fit, and the GFI, CFI, and IFI of the measurement model for fast food (χ 2 (17) = 54; p < .01)are .96,.97,and .97,respectively.For the hair salon (χ 2 (17) = 48; p < .01), the model demonstrates adequate fit: GFI = .97,CFI = .98,and IFI = .98.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
InterpretationreasoningFirms' simultaneous intentions to standardize services and develop good social rapport may backfire.
“Firms' intentions to standardize services and develop good social rapport simultaneously may backfire.”
Quote in the paperNot a substantial claimMay combine two claims.
Study design and conductown dataThe customer-firm affection measure has adequate reliability and validity.
“Overall, the measure of customer-firm affection possesses adequate reliability and validity.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningThe non-significant staff loyalty to firm loyalty effect in fast food is reasonable because staff play a relatively minor role and are less salient service quality indicators for fast food than hairstyling.
“This result is reasonable because staffs play a relatively minor role and represent less salient indicators of service quality for fast food than for hairstyling services.”
Quote in the paperSubstantial claimMay combine two claims.
Study design and conductown dataAll constructs in fast food and most in hair salon pass all three discriminant validity tests, and all pass at least two.
“In conclusion, all constructs in the fast food and most constructs in the hair salon contexts pass all three tests of discriminant validity, and all of them pass at least two tests.”
Quote in the paperSubstantial claim
The paper relies on this without support.
Customers' affectionate ties with service firms rarely receive research attention.
“However, customers' affectionate ties with service firms rarely receive research attention.”
The paper relies on this without support.
The salience of affect transfer underlying the double-edged sword dilemma has not been assessed in service loyalty studies.
“Yet the salience of the affect transfer that underlies this double-edged sword dilemma (i.e., promote or not promote favorable customer-staff relations) has not been assessed in service loyalty studies.”
The paper relies on this without support.
Many firms underestimate the contribution of customer-staff interactions to customer loyalty.
“At the same time, many firms underestimate the contribution of customer-staff interactions to customer loyalty.”
The paper relies on this without support.
Service contexts vary in the degrees of customer-staff interactions.
“Service contexts are known for their diversity in the degrees of customer-staff interactions.”
The paper relies on this without support.
Customers in transactional services have lower involvement and seek more variety to fulfill excitement-seeking motivations.
“In contrast, customers experience lower involvement and seek more variety to fulfill their excitement-seeking motivations in transactional services.”
The paper relies on this without support.
Service staff in relational services are prominent firm agents and their performance is a key service characteristic.
“First, service staff in relational services function as prominent firm agents, and their performance represents a key characteristic of the service.”
The paper relies on this without support.
Customer-hairdresser relationships may entail intimate bonds of mutual respect, trust, and affection, as well as deep connections with vast emotional consequences.
“Customer-hairdresser relationships may entail intimate bonds of mutual respect, trust, and affection, as well as deep connections with vast emotional consequences.”
The paper relies on this without support.
No matter how strong the bond, a customer will not visit the same fast food outlet consistently for months because of the natural need for variety in fast foods.
“However, no matter how strong the bond, a customer will not visit the same fast food outlet consistently for months because of the natural need for variety in fast foods.”
The paper relies on this without support.
Staff from top-end service firms seldom leave, let alone take their customers along.
“In reality, staff from top-end service firms seldom leave, let alone take their customers along.”
The paper relies on this without support.
Staff stay with their firms because of the nice service environment, well-mannered customers, and efficient service systems.
“Instead, they stay with their firms because of the nice service environment, well-mannered customers, and efficient service systems.”
The paper relies on this without support.
Customer-firm relationships are almost inevitably dynamic: passion fades and intimacy gets challenged.
“Analogous to interpersonal relationships, customer-firm relationships almost inevitably are dynamic: passion fades, and intimacy gets challenged.”
The paper relies on this without support.
Fast food restaurants are transactional services and hair salons are relational services.
“Relative to transactional services, customers of relational services are more likely to develop stronger staff loyalty intentions and greater switching intentions if the staff member were to leave the firm”
Statistics recomputed
Every reported test result, recomputed from its test statistic and degrees of freedom. A result shows as not adding up only once an independent check has confirmed it.
- Consistentχ²(195) = 464reported p < .001 · recomputed p < .001
“χ 2 (195) = 464, p < .001”
- Consistentχ²(195) = 568reported p < .001 · recomputed p < .001
“χ 2 (195) = 568, p < .001”
- Consistentt(359) = 4.001reported p < .001 · recomputed p < .001
“t (359) = 4.001, p < .001”
- Consistentt(359) = 5.181reported p < .001 · recomputed p < .001
“t (359) = 5.181, p < .001”
- Consistentt(359) = 1.839reported p < .1 · recomputed p = .067
“t (359) = 1.839, p < .10”
- Consistentt(359) = 6.788reported p < .001 · recomputed p < .001
“t (359) = 6.788, p < .001”
- Consistentt(359) = 0.091reported p > .1 · recomputed p = .928
“t(359) = .091,p > .10”
- Consistentt(359) = 14.059reported p < .001 · recomputed p < .001
“t (359) = 14.059, p < .001”
- Consistentt(359) = 20.193reported p < .001 · recomputed p < .001
“t (359) = 20.193,p < .001”
- Consistentt(359) = 18.866reported p < .001 · recomputed p < .001
“t (359) = 18.866, p < .001”
- Consistentt(359) = 17.023reported p < .001 · recomputed p < .001
“t (359) = 17.023, p < .001”
- Consistentt(359) = 21.319reported p < .001 · recomputed p < .001
“t (359) = 21.319,p < .001”
- Consistentt(359) = 18.345reported p < .001 · recomputed p < .001
“t (359) = 18.345, p < .001”
- Consistentχ²(211) = 575reported p < .001 · recomputed p < .001
“χ 2 (211) = 575, p < .001”
- Consistentχ²(211) = 688reported p < .001 · recomputed p < .001
“χ 2 (211) = 688, p < .001”
- Consistentχ²(195) = 452reported p < .001 · recomputed p < .001
“χ 2 (195) = 452, p < .001”
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
Each contradiction between two passages listed here was confirmed by an independent check.
Fast-food loyalty path has the opposite sign
MinorThe paper says the nonsignificant fast-food effect is in the hypothesized positive direction, but Table 3 reports a negative coefficient of −.064.
“the effect of staff loyalty intentions on firm loyalty intentions is not significant (though in the hypothesized direction) in the fast food context.”
“Staff loyalty intentions Firm loyalty intentions -.064 (-1.096) .207**(2.795)”
Fast-food measurement-model chi-square differs
MinorThe results text reports a chi-square of 464 for the fast-food confirmatory model, while the appendix reports 452 with the same degrees of freedom.
“fast food: χ 2 (195) = 464, p < .001”
“Overall model fit: FF: χ 2 (195) = 452, p < .001”
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- Authors
- Yim, C. K. (., Tse, D. K., & Chan, K. W.
- Affiliations
- University of Hong Kong (HK)
- Hong Kong Polytechnic University (HK)
- Corresponding author
- Yim, Chi Kin (Bennett)
- Tse, David K.
- Chan, Kimmy Wa
- Venue
- Journal of Marketing Research
- Publisher
- SAGE Publications
- Published
- 2008-12
- Volume
- 45
- Issue
- 6
- Pages
- 741-756
- ISSN
- 0022-2437 (ISSN-L)
- 1547-7193
- OpenAlex
- W2020750583
- Cited by
- 563
- References
- 115
- Citations by year
- 2026: 11 · 2025: 29 · 2024: 34 · 2023: 31 · 2022: 49 · 2021: 56 · 2020: 41 · 2019: 35 · 2018: 37 · 2017: 29 · 2016: 35 · 2015: 30 · 2014: 37 · 2013: 27 · 2012: 28
- FWCI
- 34.18
- Type
- journal article
- Language
- en
- Open access
- green
- hdl.handle.net
- Locations
- Journal of Marketing Research (publishedVersion)
- PolyU Institutional Research Archive (Hong Kong Polytechnic University) (submittedVersion)
- The HKU Scholars Hub (University of Hong Kong) (submittedVersion)
- Topics
- Social Sciences › Business, Management and Accounting › Organizational Behavior and Human Resource Management › Customer Service Quality and Loyalty
- Social Sciences › Business, Management and Accounting › Marketing › Consumer Behavior in Brand Consumption and Identification
- Social Sciences › Business, Management and Accounting › Marketing › Service and Product Innovation
- Keywords
- customer loyalty, intimacy, passion, service encounters, affect transfer, customer service interaction
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Claims read by deepseek-v4.1-flash under definition version 3 (extract-v3) on 2026-10-07.
Classified by jev-1.13-20260917 (gold-guideline-v0.2) on 2026-10-07.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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