AI and Procurement

自动化 聊天机器人 采购 计算机科学 价值(数学) 相关性(法律) 业务 营销 产业组织 人工智能 机器学习 工程类 机械工程 法学 政治学
作者
Ruomeng Cui,Meng Li,Shichen Zhang
出处
期刊:Manufacturing & Service Operations Management [Institute for Operations Research and the Management Sciences]
卷期号:24 (2): 691-706 被引量:103
标识
DOI:10.1287/msom.2021.0989
摘要

Problem definition: In this research, we study how buyers’ use of artificial intelligence (AI) affects suppliers’ price quoting strategies. Specifically, we study the impact of automation—that is, the buyer uses a chatbot to automatically inquire about prices instead of asking in person—and the impact of smartness—that is, the buyer signals the use of a smart AI algorithm in selecting the supplier. Academic/practical relevance: In a world advancing toward AI, we explore how AI creates and delivers value in procurement. AI has two unique abilities: automation and smartness, which are associated with physical machines or software that enable us to operate more efficiently and effectively. Methodology: We collaborate with a trading company to run a field experiment on an online platform in which we compare suppliers’ wholesale price quotes across female, male, and chatbot buyer types under AI and no recommendation conditions. Results: We find that, when not equipped with a smart control, there is price discrimination against chatbot buyers who receive a higher wholesale price quote than human buyers. In fact, without smartness, automation alone receives the highest quoted wholesale price. However, signaling the use of a smart recommendation system can effectively reduce suppliers’ price quote for chatbot buyers. We also show that AI delivers the most value when buyers adopt automation and smartness simultaneously in procurement. Managerial implications: Our results imply that automation is not very valuable when implemented without smartness, which in turn suggests that building smartness is necessary before considering high levels of autonomy. Our study unlocks the optimal steps that buyers could adopt to develop AI in procurement processes.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
123zyx完成签到,获得积分10
刚刚
collapsar1完成签到,获得积分10
刚刚
林距离完成签到 ,获得积分10
刚刚
学术蝗虫完成签到,获得积分10
刚刚
iuv发布了新的文献求助10
刚刚
时尚中二完成签到,获得积分10
刚刚
嘿哈完成签到,获得积分10
1秒前
1秒前
1秒前
甜甜十三完成签到,获得积分10
2秒前
林圆涛完成签到,获得积分10
2秒前
lim完成签到,获得积分20
2秒前
2秒前
2秒前
勤奋完成签到,获得积分10
2秒前
3秒前
直率的芫发布了新的文献求助10
3秒前
彭于晏应助哈哈哈哈怪采纳,获得10
3秒前
xinyuzhang发布了新的文献求助10
4秒前
文艺的电源完成签到 ,获得积分10
4秒前
小白羊完成签到,获得积分10
4秒前
momi完成签到 ,获得积分10
5秒前
5秒前
5秒前
haly发布了新的文献求助10
5秒前
5秒前
小于发布了新的文献求助10
5秒前
Erin完成签到,获得积分10
6秒前
6666669完成签到,获得积分10
6秒前
AFM完成签到 ,获得积分10
6秒前
6秒前
6秒前
Antheali应助123采纳,获得10
7秒前
7秒前
无私泥猴桃应助李嘉乐采纳,获得10
7秒前
orixero应助lim采纳,获得10
8秒前
8秒前
bkagyin应助诸葛朝雪采纳,获得10
8秒前
8秒前
biu发布了新的文献求助10
9秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Acute Mountain Sickness 2000
Handbook of Milkfat Fractionation Technology and Application, by Kerry E. Kaylegian and Robert C. Lindsay, AOCS Press, 1995 1000
A novel angiographic index for predicting the efficacy of drug-coated balloons in small vessels 500
Textbook of Neonatal Resuscitation ® 500
The Affinity Designer Manual - Version 2: A Step-by-Step Beginner's Guide 500
Affinity Designer Essentials: A Complete Guide to Vector Art: Your Ultimate Handbook for High-Quality Vector Graphics 500
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 内科学 生物化学 物理 计算机科学 纳米技术 遗传学 基因 复合材料 化学工程 物理化学 病理 催化作用 免疫学 量子力学
热门帖子
关注 科研通微信公众号,转发送积分 5068619
求助须知:如何正确求助?哪些是违规求助? 4290188
关于积分的说明 13366569
捐赠科研通 4109975
什么是DOI,文献DOI怎么找? 2250576
邀请新用户注册赠送积分活动 1255901
关于科研通互助平台的介绍 1188438