The logistics industry often serves as an early warning system for shifts in the broader economy. When supply chains slow down鈥攖hrough port congestion, inventory shortages, or transportation delays鈥攊t can signal economic stress before it shows up in traditional metrics. This was evident at the onset of the COVID-19 pandemic, when logistical disruptions were among the first signs of trouble.
The reverse is also true: as the economy recovers, logistics activity tends to rebound first, reflecting renewed demand and movement of goods.
To monitor these trends, researchers from top logistics and supply chain programs conduct a long-term survey known as the Logistics Managers鈥� Index漏 (LMI). First launched in 2016 and refined in 2019, the LMI tracks eight key components of the logistics sector:
- Inventory levels and costs
- Warehousing capacity, utilization, and prices
- Transportation capacity, utilization, and prices
Each component is scored using a diffusion index, where:
- A reading above 50 indicates expansion
- A reading below 50 signals contraction
The LMI is produced by researchers at Arizona State University, Colorado State University, 糖心Vlog, Rutgers University, and the University of Nevada, Reno, in partnership with the Council of Supply Chain Management Professionals (CSCMP).
The goal of this ongoing research is to identify long-term trends and developments in logistics, generating insights that are relevant not only to industry professionals but also to economists, policymakers, and journalists tracking the pulse of the U.S. economy.
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Steven Carnovale, Ph.D, BS
Associate Professor
College of Business
Information Technology and Operations Management

Dr. Ron Lembke
Department Chair, Supply Chain Management and Business Analytics
Boca Raton Campus

Dr. Dale Rogers
ON Semiconductor Professor of Supply Chain
Boca Raton Campus

Dr. Zac Stewart Rogers
Associate Professor of Operations and Supply Chain Management
Boca Raton Campus

Dr. Shen Yeniyurt
Professor, Vice Dean for Academic Programs
Boca Raton Campus
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Steven Carnovale, Ph.D, BS
Associate Professor
College of Business
Information Technology and Operations Management
Logistics Insights
Inside the Logistics Data Charts
The Logistics Data page offers a dynamic, data-rich view of the U.S. supply chain, helping users track trends and anticipate economic shifts. At its core is the monthly Logistics Managers鈥� Index (LMI) Score, which reflects real-time conditions across inventory, warehousing, and transportation. But the page goes far beyond a single number.
Each month, the dashboard presents a series of interactive charts that visualize:
Current LMI scores, alongside data from previous months to highlight short-term trends
Forward-looking predictions from logistics professionals about expected conditions in the next 12 months
Historical LMI trajectories spanning the past two to three years, revealing long-term patterns and cycles
Comparative scores between upstream (e.g., manufacturers, suppliers) and downstream (e.g., retailers, distributors) firms
Firm size breakdowns, showing how large and small businesses experience logistics pressures differently
This layered analysis provides a nuanced understanding of how different segments of the supply chain respond to economic forces.
The following excerpts are copyrighted and owned by the Logistics Manager鈥檚 Index漏 and are reproduced here with permission.
Analysis: Current Scores vs. Future Predictions
The September Logistics Manager鈥檚 Index reads in at 57.4, down (-1.9) from August鈥檚 reading of 59.3. This is the lowest reading for the overall index since March. The slowdown in logistics expansion is due to a declining rate of growth across the majority of our sub-metrics, with Transportation Utilization down (-4.7) to 50.0 which indicates no movement.The rate of expansion was more pronounced later in September, reading in at 60.5 during the second half of September 鈥� which was up significantly from the reading of 55.9 early in the month. The drop can be largely attributed to slowdowns in the expansion of supply chain costs. Taken together, the three cost/price metrics were down 11.9 points in September, reading in at 195.66. This is the slowest rate of cost expansion since March and the second lowest in 2025.Respondents were asked to predict movement in the overall LMI and individual metrics 12 months from now. Respondent predictions for the overall index are 59.6, down (-4.3) from August鈥檚 more optimistic prediction of 63.9. This would represent a slightly slower rate of growth than the all-time average of 61.5. This is driven by notably softer predictions for supply chain costs, with lower future predictions for Inventory Costs (-9.6 to 69.9), Warehousing Prices (-7.4 to 67.9), and Transportation Prices (-5.2 to 66.7).
Analysis: LMI Historical Trends
The current LMI of 57.4 is slightly below the recent three-month average of 58.7 and the all-time average of 61.5. Historically, the index has ranged from a low of 45.4 to a high of 76.2, with a standard deviation of 7.69, indicating moderate variability over time.