Measurement scale items
| Construct | Item description | Standardized loading | Cronbach’s |
|---|---|---|---|
| Customer repurchase intention | Adapted from Duarte et al. (2018) | 0.967 | |
| 1 | I would like to continue to shop at this store | 0.93 | |
| 2 | I will use this store the next time I shop | 0.91 | |
| 3 | I will probably purchase a new product at this store soon after making the return | 0.91 | |
| 4 | The next time I purchase online, I will buy from the same retailer | 0.93 | |
| 5 | I intend to continue purchasing products online from the same retailer in the future | 0.92 | |
| 6 | I will probably purchase a new product online from the same retailer soon after making the return | 0.88 | |
| Retailer reverse logistics procedural capability | Adapted from Maxham and Netemeyer (2002) and Fang et al. (2011) | 0.944 | |
| 1 | The return process was appropriate | 0.92 | |
| 2 | The return process was timely | 0.83 | |
| 3 | The return process was efficient | 0.90 | |
| 4 | The return process was well-organized | 0.91 | |
| 5 | The return process was methodical | 0.83 | |
| Transparent returns policy capability | Adapted from Morgan et al. (2018) transparency construct to fit retail returns context | 0.962 | |
| 1 | The return policy is observable to the customer in the store | 0.89 | |
| 2 | The return policy is clearly communicated to the customer | 0.90 | |
| 3 | The return policy clearly states that the retailer will issue a refund | 0.87 | |
| 4 | The retailer provides the status of your credit refund time | 0.93 | |
| 5 | The retailer provides the status of your refund tracking information | 0.91 | |
| 6 | The retailer provides me the opportunity with the exchange of the same product by tracking the inventory availability | 0.90 | |
| Transparent loyalty program capability | Adapted from Morgan et al. (2018) transparency construct to fit retail returns context | 0.941 | |
| 1 | The retailer provides clear club program rewards and promotions related to returns | 0.92 | |
| 2 | The retailer provides clear information on Perks for shipping, returns and receipt storage | 0.92 | |
| 3 | The retailer provides clear customer-tier rewards and status-level requirements | 0.91 | |
| 4 | The loyalty program returns rewards (coupons) that can be redeemed in every retail store | 0.78 | |
| 5 | The full value of a purchase is recorded on your loyalty account regardless of the payment method | 0.81 | |
| 6 | You can keep track of your loyalty status in the process of return | 0.77 | |
| 7 (removed) | The terms and conditions of the loyalty program are transparent and can thus be easily comprehended | ||
| Retailer interaction capability | Adapted from Vesel and Zabkar (2009) | 0.968 | |
| 1 | The service employee is accessible | 0.88 | |
| 2 | The service employee politely treats me | 0.96 | |
| 3 | The service employee treats with respect | 0.96 | |
| 4 | The service employee is sympathetic to my situation | 0.91 | |
| 5 | The service employee knows how to serve me properly | 0.88 | |
| 6 | The service employee answers my questions properly | 0.89 |
| Construct | Item description | Standardized loading | Cronbach’s |
|---|---|---|---|
| Customer repurchase intention | Adapted from | 0.967 | |
| 1 | I would like to continue to shop at this store | 0.93 | |
| 2 | I will use this store the next time I shop | 0.91 | |
| 3 | I will probably purchase a new product at this store soon after making the return | 0.91 | |
| 4 | The next time I purchase online, I will buy from the same retailer | 0.93 | |
| 5 | I intend to continue purchasing products online from the same retailer in the future | 0.92 | |
| 6 | I will probably purchase a new product online from the same retailer soon after making the return | 0.88 | |
| Retailer reverse logistics procedural capability | Adapted from | 0.944 | |
| 1 | The return process was appropriate | 0.92 | |
| 2 | The return process was timely | 0.83 | |
| 3 | The return process was efficient | 0.90 | |
| 4 | The return process was well-organized | 0.91 | |
| 5 | The return process was methodical | 0.83 | |
| Transparent returns policy capability | Adapted from Morgan | 0.962 | |
| 1 | The return policy is observable to the customer in the store | 0.89 | |
| 2 | The return policy is clearly communicated to the customer | 0.90 | |
| 3 | The return policy clearly states that the retailer will issue a refund | 0.87 | |
| 4 | The retailer provides the status of your credit refund time | 0.93 | |
| 5 | The retailer provides the status of your refund tracking information | 0.91 | |
| 6 | The retailer provides me the opportunity with the exchange of the same product by tracking the inventory availability | 0.90 | |
| Transparent loyalty program capability | Adapted from Morgan | 0.941 | |
| 1 | The retailer provides clear club program rewards and promotions related to returns | 0.92 | |
| 2 | The retailer provides clear information on Perks for shipping, returns and receipt storage | 0.92 | |
| 3 | The retailer provides clear customer-tier rewards and status-level requirements | 0.91 | |
| 4 | The loyalty program returns rewards (coupons) that can be redeemed in every retail store | 0.78 | |
| 5 | The full value of a purchase is recorded on your loyalty account regardless of the payment method | 0.81 | |
| 6 | You can keep track of your loyalty status in the process of return | 0.77 | |
| 7 (removed) | The terms and conditions of the loyalty program are transparent and can thus be easily comprehended | ||
| Retailer interaction capability | Adapted from | 0.968 | |
| 1 | The service employee is accessible | 0.88 | |
| 2 | The service employee politely treats me | 0.96 | |
| 3 | The service employee treats with respect | 0.96 | |
| 4 | The service employee is sympathetic to my situation | 0.91 | |
| 5 | The service employee knows how to serve me properly | 0.88 | |
| 6 | The service employee answers my questions properly | 0.89 |
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