TASE:TNDO

Reducing Crime with Street Lighting in New York City

Last updated May 12, 2023

We find evidence that communities that were assigned more lighting ex- perienced sizable reductions in crime. After accounting for potential spatial spillovers, we find that the provision of street lights led, at a minimum, to a 36 percent reduction in nighttime outdoor index crimes.

This paper is ideal for civic leaders and planners when discussing and developing business cases for street and area lighting. This paper does an excellent job of analyzing the cost-benefit of improving lighting to address nighttime crime and safety for citizens.

Although this paper does not address advanced Smart Lighting controls specifically, Smart Lighting controls enable the optimization of lighting and energy use to minimize energy usage and operational management costs that can comprise as much as 30% of a municipal budget.

Key Findings

  • Accounting conservatively for potential spillovers, lighting reduces outdoor nighttime index crimes by approximately 36 percent and reduces overall index crimes by approximately 4 percent in affected communities, an outcome which is likely to be cost-beneficial, should the impact of lighting persist over time.
  • The 36% drop in index crimes identified in the study from is approximately what would be expected to occur during a very serious recession (Raphael and Winter-Ebmer 2003; Gould Weinberg and Mustard 2005) or in response to a ten percent increase in police manpower (Evans and Owens 2007; Chalfin and McCrary 2018).
  • We anticipate that the ratio of benefits to the costs of additional lighting would be approximately 4 to 1.

A companion video presentation by the authors may be viewed here:

Related Post Archives

Use Case: Streetlight Wire Theft Detection

“A report has been received regarding the theft of electrical infrastructure at a railway station in the southern part of the country. Two trenches were discovered from which communication cables buried in the ground were removed, totaling approximately 300 meters. This caused significant damage and has disrupted the signaling and traffic management systems of the railway in the southern region.”
— Israel Railways Spokesperson

Use Case: Driver Safety, Flash-Flood Detection, and Early Warning

“The implementation of Tondo’s smart port solution has revolutionized our operations at Piraeus Port. We now have real-time visibility into all port activities, from ship movements to utility consumption. The system has dramatically reduced our reliance on manual inspections, saving time and improving accuracy.”
— Nelly Tarnara, Public Sector Coordinator, Nea Polis

Use Case: Managing Energy Quality, Fault Detection, and Consumption

“The implementation of Tondo’s smart port solution has revolutionized our operations at Piraeus Port. We now have real-time visibility into all port activities, from ship movements to utility consumption. The system has dramatically reduced our reliance on manual inspections, saving time and improving accuracy.”
— Nelly Tarnara, Public Sector Coordinator, Nea Polis

Use Case: Municipal Electricity Theft Detection

“With this project, we have gained the ability to remotely manage and control roadway lighting, enabling us to respond swiftly and efficiently to maintenance events. With Tondo’s AI technology, we can identify unexpected events such as electricity theft. As the amount of data increases, we expect to gain even more AI-based insights.”
— Dror Goslan, Director of Electrical and Lighting Systems Maintenance, Netivei Israel

Use Case: Municipal Energy Savings and Smart City Enablement

“With Tondo’s infrastructure, we have created an AI-driven system that manages all routine maintenance independently. This system also enables us to interface with contractors regarding existing faults, and based on this information, we can further develop our vision for a smart city.” — Amir Yochai, Electrical Supervisor, Ashdod

You May Also Like…

Simplifying Smart Lighting Installation: A Closer Look at Tondo’s Edge IQ Controller

Simplifying Smart Lighting Installation: A Closer Look at Tondo’s Edge IQ Controller

The installation of the Edge IQ controller is designed to be straightforward, ensuring that ...
Use Case: Streetlight Wire Theft Detection

Use Case: Streetlight Wire Theft Detection

“A report has been received regarding the theft of electrical infrastructure at a railway ...
Use Case: Driver Safety, Flash-Flood Detection, and Early Warning

Use Case: Driver Safety, Flash-Flood Detection, and Early Warning

“The implementation of Tondo's smart port solution has revolutionized our operations at ...
Use Case: Managing Energy Quality, Fault Detection, and Consumption

Use Case: Managing Energy Quality, Fault Detection, and Consumption

“The implementation of Tondo's smart port solution has revolutionized our operations at ...