When suppliers and their customers don't see eye to eye
New research examines the implications when a customer requests extra accommodations from a supplier that the supplier views as falling outside of its normal roles and responsibilities.
The Journal of Business Logistics (JBL), published by the Council of Supply Chain Management Professionals (CSCMP), is recognized as one of the world's leading academic supply chain journals. But sometimes it may be hard for practitioners to see how the research presented in its pages applies to what they do on a day-to-day basis. To help bridge that gap, CSCMP's Supply Chain Quarterly challenges the authors of selected JBL articles to explain the real-world applications of their academic work.
THE ARTICLE "Supplier Role Conflict: An Investigation of Its Relational Implications and Impact on Supplier Accommodation," by Monique L. Ueltschy Murfield of Miami University, Terry L. Esper at the University of Arkansas, Wendy L. Tate of the University of Tennessee, and Kenneth J. Petersen of Boise State University. This article received CSCMP's Bernard J. La Londe Best Paper Award for the most valuable paper published in the Journal of Business Logistics (JBL) in 2017.
THE UPSHOT
Theoretically, it makes sense for an entire supply chain to work together to achieve mutually beneficial goals. But in reality, customers' and suppliers' goals often don't match up, and the two parties can have different views on the suppliers' roles and responsibilities. This lack of alignment can lead to conflict and tension that can threaten the relationship, particularly when a customer asks a supplier to fulfill special requirements that are not part of the contractual agreement.
When a customer requests extra accommodations from a supplier that the supplier views as falling outside of its normal roles and responsibilities, it is known as "supplier role conflict." A team of researchers from four universities, led by Monique Murfield of Miami University in Oxford, Ohio, wanted to learn how supplier role conflict would affect both the supplier's and customer's perception of their relationship with one another. Specifically, they were interested in how supplier role conflict would affect the customer's decision to ask for further accommodations and the supplier's willingness to make those accommodations.
To do this, they presented a group of managers from both suppliers as well as buying organizations with a series of scenarios involving supplier role conflict and asked the managers how they thought the customer or supplier would respond in each situation. In particular, the research looked at how supplier flexibility (the supplier's ability to accept and respond to a customer's changing needs) and supplier adaptation (the degree to which the supplier responds to a specific customer's needs with changes and investments in equipment, processes, technology, products, and/or other assets) affected how accommodating the supplier would be.
Murfield explained to Supply Chain Quarterly Senior Editor Susan K. Lacefield what they discovered and how these findings could be applied in the real world.
What was the impetus for this research?
The motivation for this research really came from observations in practice, both from my own professional experience as a buyer and from engaging with managers about buyer-supplier relationship issues. Managing relationships in the supply chain can be quite challenging, particularly when things change or become uncertain. Something that I noticed was that many supply chain relationship problems stemmed from buyers requesting lots of extra things from suppliers—things that were not outlined in formal contracts. While this may seem like something that suppliers should embrace as "par for the course" when servicing customers, managers expressed that this is a serious issue. Interestingly, it was not just suppliers but also buyers who recognized that suppliers are often pushed too far.
Can you provide some examples of supplier role conflict that our readers may be familiar with?
Interestingly, our research suggests that supplier role conflict could stem from almost any buyer request. It could be something as small as asking a supplier for an extra report or something much more significant, like requests for unexpected production changes or investments in technology or special equipment. Supplier role conflict is anything the supplier sees as outside of its role and responsibilities as a supplier, and when buyers keep pushing and asking for more, it can create issues for the relationship.
Your research methodology involved presenting people with scenarios about supplier role conflict and asking them how they thought the supplier or customer would respond. Why did you choose this methodology?
Studies have shown that providing managers with a business scenario, and then asking them, "What do you think will happen next?" is a great way to conduct business research. This approach allows managers to respond in a "what if" fashion, and it doesn't require that they disclose sensitive information about how their company is currently conducting business. Moreover, this allows researchers to change different aspects of the scenario to see how those changes would impact how managers respond. We chose this method because we could tease out role-conflict issues much more directly, realizing that managers might not be as willing to self-report relationship-conflict dynamics.
We did extensive "pre-work" to ensure that the scenarios we used were rooted in reality. We interviewed managers, read prior studies, and did several pre-tests to ensure that the scenarios were representative of what managers actually face in practice. We also presented the same scenarios to two samples: a buyer sample and a supplier sample. We were interested not only in how the various scenarios would be viewed, but also in how they would be viewed by both parties in supply chain relationships.
What were some of the main findings of your research?
By conducting two studies, from both the buyer and supplier perspectives, we were able to explore the impacts of how these two supply chain entities view things differently. Research has shown that buyers and suppliers have differing viewpoints on relationship issues, but we were able to investigate the nuances and potential relationship tensions of this issue more explicitly and in a bit more depth. We found that supplier role conflict can be quite pervasive because it is something that often exists without immediate signs or changes. One of the key findings had to do with the future impacts of role conflict. Our results show that when suppliers perceive the existence of role conflict, they are less favorable toward those relationships and expressed less willingness to make future changes in response to buyer requests. In other words, the impacts of supplier role conflict were not immediate but could have detrimental effects on future relationship exchanges.
Interestingly, the buyer sample did not show the same findings. Even though buyers were made aware that suppliers were experiencing role conflict, it didn't curtail their expectations that suppliers would continue to accommodate their change requests in the future. When considered in sum, the findings suggest that when buyer requests trigger supplier role conflict, suppliers are less willing to make subsequent changes, but buyers are still inclined to expect them. If not managed and effectively discussed, this could trigger relationship disengagement over the long term.
A big part of your research looks at what effect prior investments in supplier flexibility or adaptation can have on supplier role conflict. What did you find?
Supplier flexibility and supplier adaptation are essentially two sides of a coin. Flexibility is the ability of suppliers to handle change well and deal with unexpected problems when servicing customers. Adaptation, on the other hand, is about the actual investments or changes that suppliers make in response to customer requests. So, flexibility is when suppliers build up their ability to change; adaptation is when they actually change. For example, flexibility could be when a supplier operates with slack production capacity or invests in safety stock. Examples of adaptation would include changing product design to meet the specific needs of a customer or adopting a new technology because of a customer request or mandate. As you suggest, we were interested in these concepts because we wondered if prior investments in flexibility or prior adaptation would cause suppliers to be more or less susceptible to experiencing role conflict when buyers make requests.
We found that the impact of role conflict on suppliers' relational perceptions and their willingness to make accommodations in the future changes as the levels of prior investment in supplier adaptation and supplier flexibility change. Prior supplier adaptation actually heightens the negative effects of supplier role conflict for suppliers. But prior development in flexibility can help curb the negative impacts of supplier role conflict—even in relationships with a high level of conflict. This shows that accommodation requests are additive in nature, and that the frequency and the magnitude of the requests plays a big part in their impact on the relationship when supplier role conflict is at play.
Were any of your findings surprising? If so, why?
The findings in the buyer sample were quite surprising, actually. We developed research hypotheses based on the notion of relationship "empathy" and "oneness." In other words, when we started the project, we thought that when buyers were made aware of the fact that suppliers were experiencing role conflict, their expectations for future supplier changes would be curbed. That was not the case. Even when they were exposed to the supplier role conflict levels, they still were inclined to expect future changes as they requested them.
We conducted another study where we were able to peel back the layers of this finding through talking to managers quite extensively. What we found is that buyers found it difficult to connect to the idea of supplier role conflict because they typically view "stretching suppliers" as part of their role. This was very surprising, and it points to an underlying relational tension that could be quite prevalent in many supply chain relationships. Research shows that the cyclical effect of this could be detrimental to supply chain relationships, as expectations for accommodation will continue to rise, and eventually suppliers will reach their "tipping point."
How can practitioners apply your findings to their own customers-supplier relationships?
Our findings show the importance of establishing a clear understanding of roles and responsibilities up front. It may seem like overkill, but clearly outlining "who is expected to do what" could negate the likelihood of negative relationship perceptions and curb decreases in willingness to change in the future. Additionally, customers should recognize that pushing a supplier past the "tipping point" with their accommodation requests could be detrimental, and that this point is different in each relationship. In today's business environment, where good suppliers can "fire" bad customers, buyers must proceed with caution, especially in risky supply markets. What may seem like a routine and casual additional request could actually trigger supplier role conflict and all of its associated negative impacts.
Buying firms might also consider the strategic use of supplier development strategies to carry some of the burden of flexibility and adaptation requirements, which can mitigate supplier role conflict and prevent amplification of any existing conflict. This is an issue that buyers and suppliers should consider discussing in their annual or quarterly performance reviews. While the emphasis of these reviews is primarily focused on supplier performance, assessing "customer performance" might also be wise, especially if it allows suppliers to sound off about role-conflict concerns before they fester.
Specifically, the new global average robot density has reached a record 162 units per 10,000 employees in 2023, which is more than double the mark of 74 units measured seven years ago.
Broken into geographical regions, the European Union has a robot density of 219 units per 10,000 employees, an increase of 5.2%, with Germany, Sweden, Denmark and Slovenia in the global top ten. Next, North America’s robot density is 197 units per 10,000 employees – up 4.2%. And Asia has a robot density of 182 units per 10,000 persons employed in manufacturing - an increase of 7.6%. The economies of Korea, Singapore, mainland China and Japan are among the top ten most automated countries.
Broken into individual countries, the U.S. ranked in 10th place in 2023, with a robot density of 295 units. Higher up on the list, the top five are:
The Republic of Korea, with 1,012 robot units, showing a 5% increase on average each year since 2018 thanks to its strong electronics and automotive industries.
Singapore had 770 robot units, in part because it is a small country with a very low number of employees in the manufacturing industry, so it can reach a high robot density with a relatively small operational stock.
China took third place in 2023, surpassing Germany and Japan with a mark of 470 robot units as the nation has managed to double its robot density within four years.
Germany ranks fourth with 429 robot units for a 5% CAGR since 2018.
Japan is in fifth place with 419 robot units, showing growth of 7% on average each year from 2018 to 2023.
Progress in generative AI (GenAI) is poised to impact business procurement processes through advancements in three areas—agentic reasoning, multimodality, and AI agents—according to Gartner Inc.
Those functions will redefine how procurement operates and significantly impact the agendas of chief procurement officers (CPOs). And 72% of procurement leaders are already prioritizing the integration of GenAI into their strategies, thus highlighting the recognition of its potential to drive significant improvements in efficiency and effectiveness, Gartner found in a survey conducted in July, 2024, with 258 global respondents.
Gartner defined the new functions as follows:
Agentic reasoning in GenAI allows for advanced decision-making processes that mimic human-like cognition. This capability will enable procurement functions to leverage GenAI to analyze complex scenarios and make informed decisions with greater accuracy and speed.
Multimodality refers to the ability of GenAI to process and integrate multiple forms of data, such as text, images, and audio. This will make GenAI more intuitively consumable to users and enhance procurement's ability to gather and analyze diverse information sources, leading to more comprehensive insights and better-informed strategies.
AI agents are autonomous systems that can perform tasks and make decisions on behalf of human operators. In procurement, these agents will automate procurement tasks and activities, freeing up human resources to focus on strategic initiatives, complex problem-solving and edge cases.
As CPOs look to maximize the value of GenAI in procurement, the study recommended three starting points: double down on data governance, develop and incorporate privacy standards into contracts, and increase procurement thresholds.
“These advancements will usher procurement into an era where the distance between ideas, insights, and actions will shorten rapidly,” Ryan Polk, senior director analyst in Gartner’s Supply Chain practice, said in a release. "Procurement leaders who build their foundation now through a focus on data quality, privacy and risk management have the potential to reap new levels of productivity and strategic value from the technology."
Businesses are cautiously optimistic as peak holiday shipping season draws near, with many anticipating year-over-year sales increases as they continue to battle challenging supply chain conditions.
That’s according to the DHL 2024 Peak Season Shipping Survey, released today by express shipping service provider DHL Express U.S. The company surveyed small and medium-sized enterprises (SMEs) to gauge their holiday business outlook compared to last year and found that a mix of optimism and “strategic caution” prevail ahead of this year’s peak.
Nearly half (48%) of the SMEs surveyed said they expect higher holiday sales compared to 2023, while 44% said they expect sales to remain on par with last year, and just 8% said they foresee a decline. Respondents said the main challenges to hitting those goals are supply chain problems (35%), inflation and fluctuating consumer demand (34%), staffing (16%), and inventory challenges (14%).
But respondents said they have strategies in place to tackle those issues. Many said they began preparing for holiday season earlier this year—with 45% saying they started planning in Q2 or earlier, up from 39% last year. Other strategies include expanding into international markets (35%) and leveraging holiday discounts (32%).
Sixty percent of respondents said they will prioritize personalized customer service as a way to enhance customer interactions and loyalty this year. Still others said they will invest in enhanced web and mobile experiences (23%) and eco-friendly practices (13%) to draw customers this holiday season.
Census data showed that overall retail sales in October were up 0.4% seasonally adjusted month over month and up 2.8% unadjusted year over year. That compared with increases of 0.8% month over month and 2% year over year in September.
October’s core retail sales as defined by NRF — based on the Census data but excluding automobile dealers, gasoline stations and restaurants — were unchanged seasonally adjusted month over month but up 5.4% unadjusted year over year.
Core sales were up 3.5% year over year for the first 10 months of the year, in line with NRF’s forecast for 2024 retail sales to grow between 2.5% and 3.5% over 2023. NRF is forecasting that 2024 holiday sales during November and December will also increase between 2.5% and 3.5% over the same time last year.
“October’s pickup in retail sales shows a healthy pace of spending as many consumers got an early start on holiday shopping,” NRF Chief Economist Jack Kleinhenz said in a release. “October sales were a good early step forward into the holiday shopping season, which is now fully underway. Falling energy prices have likely provided extra dollars for household spending on retail merchandise.”
Despite that positive trend, market watchers cautioned that retailers still need to offer competitive value propositions and customer experience in order to succeed in the holiday season. “The American consumer has been more resilient than anyone could have expected. But that isn’t a free pass for retailers to under invest in their stores,” Nikki Baird, VP of strategy & product at Aptos, a solutions provider of unified retail technology based out of Alpharetta, Georgia, said in a statement. “They need to make investments in labor, customer experience tech, and digital transformation. It has been too easy to kick the can down the road until you suddenly realize there’s no road left.”
A similar message came from Chip West, a retail and consumer behavior expert at the marketing, packaging, print and supply chain solutions provider RRD. “October’s increase proved to be slightly better than projections and was likely boosted by lower fuel prices. As inflation slowed for a number of months, prices in several categories have stabilized, with some even showing declines, offering further relief to consumers,” West said. “The data also looks to be a positive sign as we kick off the holiday shopping season. Promotions and discounts will play a prominent role in holiday shopping behavior as they are key influencers in consumer’s purchasing decisions.”
Supply chains are poised for accelerated adoption of mobile robots and drones as those technologies mature and companies focus on implementing artificial intelligence (AI) and automation across their logistics operations.
That’s according to data from Gartner’s Hype Cycle for Mobile Robots and Drones, released this week. The report shows that several mobile robotics technologies will mature over the next two to five years, and also identifies breakthrough and rising technologies set to have an impact further out.
Gartner’s Hype Cycle is a graphical depiction of a common pattern that arises with each new technology or innovation through five phases of maturity and adoption. Chief supply chain officers can use the research to find robotic solutions that meet their needs, according to Gartner.
Gartner, Inc.
The mobile robotic technologies set to mature over the next two to five years are: collaborative in-aisle picking robots, light-cargo delivery robots, autonomous mobile robots (AMRs) for transport, mobile robotic goods-to-person systems, and robotic cube storage systems.
“As organizations look to further improve logistic operations, support automation and augment humans in various jobs, supply chain leaders have turned to mobile robots to support their strategy,” Dwight Klappich, VP analyst and Gartner fellow with the Gartner Supply Chain practice, said in a statement announcing the findings. “Mobile robots are continuing to evolve, becoming more powerful and practical, thus paving the way for continued technology innovation.”
Technologies that are on the rise include autonomous data collection and inspection technologies, which are expected to deliver benefits over the next five to 10 years. These include solutions like indoor-flying drones, which utilize AI-enabled vision or RFID to help with time-consuming inventory management, inspection, and surveillance tasks. The technology can also alleviate safety concerns that arise in warehouses, such as workers counting inventory in hard-to-reach places.
“Automating labor-intensive tasks can provide notable benefits,” Klappich said. “With AI capabilities increasingly embedded in mobile robots and drones, the potential to function unaided and adapt to environments will make it possible to support a growing number of use cases.”
Humanoid robots—which resemble the human body in shape—are among the technologies in the breakthrough stage, meaning that they are expected to have a transformational effect on supply chains, but their mainstream adoption could take 10 years or more.
“For supply chains with high-volume and predictable processes, humanoid robots have the potential to enhance or supplement the supply chain workforce,” Klappich also said. “However, while the pace of innovation is encouraging, the industry is years away from general-purpose humanoid robots being used in more complex retail and industrial environments.”