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Comparing AI coaching and sales manager coaching: A construal-level approach

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  • Casenave, Eric
  • Schmitt, Laurianne

Abstract

Artificial intelligence (AI) can provide salespeople with detailed feedback and recommendations before, during, and after their sales tasks, potentially replacing sales managers. This study uses two experiments, involving 244 and 310 sales professionals, to compare the effects of AI coaching and manager coaching on salespeople’s self-efficacy and their intention to use coaching. Drawing on construal-level theory, we show that coaching framed at either a low construal level or high construal level should align with the perceived distance of the coach. The findings reveal that a manager coach employing low construal coaching positively impacts salespeople’s self-efficacy, increasing their likelihood of using the coaching. However, low construal coaching is less effective than high construal coaching when delivered by AI, which is perceived as more distant than a manager. While AI coaching holds potential for fostering salespeople’s development, sales managers should carefully consider the impact of the completeness and precision of AI coaching.

Suggested Citation

  • Casenave, Eric & Schmitt, Laurianne, 2025. "Comparing AI coaching and sales manager coaching: A construal-level approach," Journal of Business Research, Elsevier, vol. 190(C).
  • Handle: RePEc:eee:jbrese:v:190:y:2025:i:c:s0148296325000645
    DOI: 10.1016/j.jbusres.2025.115241
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    as
    1. repec:oup:jconrs:v:47:y:2021:i:5:p:787-806. is not listed on IDEAS
    2. Rhett Epler & Laurianne Schmitt & David Mathis & Mark Leach & Bryan Hochstein, 2023. "Do salesforce management systems actually drive salesperson intentions?," Post-Print hal-04552504, HAL.
    3. Arndt, Aaron D. & Ford, John B. & Babin, Barry J. & Luong, Vinh, 2022. "Collecting samples from online services: How to use screeners to improve data quality," International Journal of Research in Marketing, Elsevier, vol. 39(1), pages 117-133.
    4. DaHee Han & Adam Duhachek & Nidhi Agrawal, 2016. "Coping and Construal Level Matching Drives Health Message Effectiveness viaResponse Efficacy or Self-Efficacy Enhancement," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 43(3), pages 429-447.
    5. Nathaniel N. Hartmann & Nawar N. Chaker & Bruno Lussier & Denis Larocque & Johannes Habel, 2024. "A theory of sales system shocks," Journal of the Academy of Marketing Science, Springer, vol. 52(2), pages 261-283, March.
    6. Ryan Kirkland, Julia C. & Edwards, Bryan D. & Flaherty, Karen E., 2021. "The effect of honest and humble leadership on salesperson customer orientation," Journal of Business Research, Elsevier, vol. 130(C), pages 49-58.
    7. Colleen Mcclure & Rhett Epler & Laurianne Schmitt & Deva Rangarajan, 2024. "AI in sales: Laying the foundations for future research," Post-Print hal-04835906, HAL.
    8. Paschen, Jeannette & Wilson, Matthew & Ferreira, João J., 2020. "Collaborative intelligence: How human and artificial intelligence create value along the B2B sales funnel," Business Horizons, Elsevier, vol. 63(3), pages 403-414.
    9. Jeon, Yongwoog Andrew, 2022. "Let me transfer you to our AI-based manager: Impact of manager-level job titles assigned to AI-based agents on marketing outcomes," Journal of Business Research, Elsevier, vol. 145(C), pages 892-904.
    10. Lingling Pan & Gerry McNamara & Jennifer J. Lee & Jerayr (John) Haleblian & Cynthia E. Devers, 2018. "Give it to us straight (most of the time): Top managers’ use of concrete language and its effect on investor reactions," Strategic Management Journal, Wiley Blackwell, vol. 39(8), pages 2204-2225, August.
    11. Gopalakrishna, Srinath & Crecelius, Andrew T. & Patil, Ashutosh, 2022. "Hunting for new customers: Assessing the drivers of effective salesperson prospecting and conversion," Journal of Business Research, Elsevier, vol. 149(C), pages 916-926.
    12. Bari L. Bendell, 2017. "I don't Want to be Green: Prosocial Motivation Effects on Firm Environmental Innovation Rejection Decisions," Journal of Business Ethics, Springer, vol. 143(2), pages 277-288, June.
    13. Dengfeng Yan & Jaideep Sengupta, 2011. "Effects of Construal Level on the Price-Quality Relationship," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 38(2), pages 376-389.
    14. Kim Saxton, M. & Colby, Helen & Saxton, Todd & Pasumarti, Vikram, 2024. "Why or How? the impact of Construal-Level Theory on vaccine message receptivity," Journal of Business Research, Elsevier, vol. 172(C).
    15. Bruno Lussier & Nawar Chaker & Nathaniel Hartmann & Deva Rangarajan, 2022. "Lone wolf tendency and ethical behaviors in sales: Examining the roles of perceived supervisor support and salesperson self-efficacy," Post-Print hal-03707345, HAL.
    16. Peesker, Karen M. & Kerr, Peter D. & Bolander, Willy & Ryals, Lynette J. & Lister, Jonathan A. & Dover, Howard F., 2022. "Hiring for sales success: The emerging importance of salesperson analytical skills," Journal of Business Research, Elsevier, vol. 144(C), pages 17-30.
    17. Lussier, Bruno & Philp, Matthew & Hartmann, Nathaniel N. & Wieland, Heiko, 2021. "Social anxiety and salesperson performance: The roles of mindful acceptance and perceived sales manager support," Journal of Business Research, Elsevier, vol. 124(C), pages 112-125.
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