Operational and Research Tools that can Help Officials Plan for Election Day

A growing body of research has produced practical, freely available tools that election officials can use to plan polling place resources, reduce wait times, and model the effects of operational decisions before Election Day. A majority of these tools apply methods from industrial engineering (e.g., queueing theory, discrete-event simulation, and optimization), ergonomics, or operations and maintenance to the specific problems of election administration. Most are free, web-based, and designed for use by election officials without specialized technical training.

  • Wait time estimation and resource planning. The Caltech-MIT Voting Technology Project’s Line Optimization and Poll Worker Management Calculator uses basic queueing theory to determine the minimum number of check-in stations, booths, and scanners needed to keep wait times under a target, as part of a broader election-management toolkit. The US Election Assistance Commission's (EAC) Voting Location Resource Calculator and the Partnership for Large Election Jurisdictions (PLEJ), developed in partnership with the University of Rhode Island’s Engineering for Democracy Institute (EDI), Wait-to-Vote Estimator, enables officials to simulate voter arrival rates and test resource configurations to identify bottlenecks in advance. All of these depend on knowing how long a voter will spend with the ballot, and the Center for Tech and Civic Life’s Voting Time Estimator supplies exactly that, predicting marking time based on the ballot’s contents.
  • Surge and queue management. The Stanford-MIT Healthy Elections Project’s Morning Surge Tool estimates how long it takes for the predictable early-morning rush to clear under different staffing and layout scenarios. This tool is part of a broader hub of planning tools.
  • Polling place layout and materials. The PLEJ–EDI Precinct Design Tool builds a to-scale model of a polling place, allowing users to place check-in tables, booths, and scanners within real constraints such as outlets and doors. In alignment with that work, EDI collaborated with the US EAC to present the SMILE simulation video series, built on more than 8,000 simulations, which walks officials through cost-effective layouts. The Center for Civic Design (CCD) provides assistance with the paper side of setup, including tools for designing polling place and vote center materials and a signage toolkit.
  • Siting, consolidation, and ballot-return mapping. The Center for Inclusive Democracy’s (CID) Voting Location and Outreach Tool maps demographic and voting data to identify half-mile areas where new voting locations would best serve voters. Its companion Ballot Return Tool visualizes ballots cast in real time, enabling officials to direct outreach and services where turnout lags. To consolidate precincts, PLEJ’s Polling Place Closures toolkit supports the operational aspects of closures.
  • Poll worker and logistics management. U.S. Digital Response’s (USDR) Election Administration Platform helps offices recruit and schedule poll workers, track equipment with barcode chain-of-custody, and run an Election Day help desk. The CCD’s poll worker manuals toolkit helps write clear procedures that workers can actually follow under pressure.
  • Usability, design, and testing. The CCD offers a ballot review checklist to catch design problems that cause voter errors, an electronic poll book usability test protocol to vet check-in systems before Election Day, and accessibility-testing guides to confirm that equipment works for voters with disabilities.
  • Accessibility and specialized calculators. The US EAC’s Accessible Voting Machines Calculator determines the number of accessible devices required at a location. The US EAC’s Hand Count Workload Calculator, developed with EDI, estimates the teams and time needed for a hand count, audit, or recount.
  • Data skills, security, and logistics. The PLEJ–EDI Data Empowerment Training helps election offices translate operational data into staffing and allocation decisions. The Election Security Planner helps election officials prioritize cybersecurity measures. The PLEJ-EDI Warehouse Space Calculator estimates the storage space required for a jurisdiction’s equipment and materials.

Most of these tools are free, web-based, and designed for officials without technical training. They rest on a growing body of peer-reviewed operations research. Much of the wider literature, though, has not yet been successfully packaged in an easily digestible manner for election officials. Turning that research into deployable tools is a promising direction in its own right, and researchers explicitly call for deeper collaboration between election officials and human-factors and industrial engineers to make it happen.

Research Studies

Academics and election officials have worked hard to understand what makes in-person voting run smoothly and what remains unknown. Below are brief summaries of some of these practical levers.

Reminders and cues that keep voters moving: Small, well-placed prompts prevent both errors and bottlenecks; remind voters of ID requirements before they arrive and again at check-in; guide voters to fill in the bubble rather than use a check mark; and provide unambiguous confirmation at the scanner ("Your ballot has been submitted"). Voters look forward to that waving American Flag, a check mark, or even a Pavlovian “ding”. (Links to Better Ballots reportVoting Technology: The Not-So-Simple Act of Casting a Ballotballot-design field guides.)

Standardized layout, flow, and signage: Publish baseline requirements to ensure uniformity across all polling places and to reflect best practices in design and layout. This includes resource targets such as a specific number of booths per registered voter, a consistent step-by-step flow, distinct entrance and exit points, routes that prevent voters from crossing paths, and clear wayfinding signage at each step. (Links to Impact of facilities layout methods on in-person electionslayout design tool - tool requires login, signage toolkit.)

Pre-election "what to expect" communication: Access to sample ballots, available online or by mail, along with a simple "what to bring and what to expect" guide and an easy-to-use polling place locator helps reduce work on Election Day. Voters who preview the ballot can mark it more quickly, and those familiar with ID requirements and their polling places can avoid delays caused by questions. Additional resources in some states include a multilingual booklet mailed to every voter and available online that lists all candidates in every race, as well as information on all ballot measures (the full language of the measure, a simplified explanation, pros and cons, and potential impacts). (Links to ballot-design field guides, guidelinespolling-place locator.)

Text and SMS voter reminders: Opt-in text messages are a low-cost, high-reach way to deliver the right information to voters at the right moment. Potential alerts can include: an ID reminder the night before, a notice that a polling place has moved, hours and current wait times on Election Day morning, or an alert that a provisional ballot needs curing. They meet voters on the channel they already use for everything else. (Links to Text Message Reminders as a Mobilization ToolText Messages as Mobilization Toolsvoter-communications toolkittemplates.)

Provisional-ballot status tracking: Mail-in voters who track their ballots build trust, and this approach can also be used for in-person voting, particularly for tracking the status of provisional ballots. When a voter submits a provisional ballot due to registration issues or a missing ID, they should be able to check whether it was counted and, if not, why. (Link to provisional ballot lookup tools.)

Ballot design quality across jurisdictions: Ballot design measurably affects error rates: a poorly laid-out ballot yields more overvotes and mismarked selections, and long ballots can push voters to undervote on measures or down-ballot races. Far less is known about how design quality varies across the country's thousands of jurisdictions, or which policy levels disseminate proven practices. An election office can review its residual votes by contest and usability-test the ballot before finalizing it. (Links to Ballot Design and Unrecorded Votes on Paper-Based BallotsBallot Position, Choice Fatigue, and Voter Behaviourballot-design guidancechecklisttesting guides.)

Trained, communicative poll workers: Confident workers who understand the process help reduce voter anxiety and prevent bottlenecks through proactive measures. Assign enough poll workers to keep all stations open, including those whose sole responsibility is to assist voters in navigating the process. These include a poll worker at the scanner (while maintaining legal distances) who reminds voters to slide their ballots out of the sleeves; check-in staff who direct voters to any available booth and explain how to mark their ballots; and a greeter who guides arrivals to open stations to prevent long lines from forming. (Links to Election Worker Recruitment, Training, Retention, and Evaluation, training resourcesmanuals toolkit.)

Queue and surge management: Turnout fluctuates across polling places because elections are local. Some sites experience a consistent morning or evening rush, or a lunch-break peak, while others peak at times that exceed their capacity based on the daily average. Therefore, modeling arrival patterns and staffing for these surges, rather than just the average, helps keep the longest lines under control. (Links to Waiting to VoteWhat Queuing Theory Says About Managing Polling Places Amid Covid-19tPresidential Commission  on Election Administration reportvideosmorning-surge toolresource calculator.)

Vote center implementation: The shift to vote centers is gaining momentum, but successful implementation is essential. Poor execution can lead to frustrating voter experiences and longer wait times. Current research is examining the conditions under which vote centers outperform traditional precincts and identifying potential failure points. Jurisdictions considering this change can initially run pilot programs at select sites during low-turnout elections, closely monitoring wait times and voter satisfaction compared with traditional precincts. This approach helps assess effectiveness before a full jurisdiction-wide rollout. Strategic communication by election officials to voters during this transition is critical to maintaining consistent voter engagement. (Links to Vote Centers and the Voter ExperienceNCSL: Vote Centers, designing materials toolkit.)

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