More than half of contractors say their methods of collecting and analyzing data from their jobsites need to get better over the next three years, in part for their companies to use these data to predict employee and project performance.
That’s a key finding in a new 40-page SmartMarket report that Viewpoint and Dodge Data & Analytics have released, entitled
“Improving Performance with Project Data.”
The report is based on an online survey conducted from August 14, 2017, through September 12, 2018. The survey used Dodge’s Contractor Panel and contacts provided by Viewpoint. Of its 187 respondents, 98 were GCs, 47 specialty trade contractors, 28 construction managers, nine design-build firms, and four design-contracting firms. Thirty-seven percent of respondent companies generate revenues between $50 million and $250 million.
The research focused on five key types of data: project progress, manhours, productivity, safety, and equipment management.
Respondents were asked how they gather, store, manage, secure, analyze, and report on each of these types of data. Key trends include a rapid shift away from paper-based forms, reports, and spreadsheets to digital tools and platforms, some that leverage cloud technology; increasing use of apps on mobile phones and digital cameras in the field; the desire for more accurate field data that enables trends analysis across projects; and a focus on data security.
More than three-fifths of the contractors surveyed say they’ve seen improvements in their data gathering and analysis capabilities over the past three years. That’s especially true among larger companies. By far, the most important project data being gathered is performance information such as scheduling and costs, followed by payroll and manhour data.
The top-three benefits from data analysis, say contractors polled, are improving their ability to complete projects at or under budget (53%), greater productivity (47%), and greater profitability (46%).
However, more than half of the respondents (54%) admitted that they need to improve how they gather jobsite information over the next three years. And 45% think their ability to analyze trends across projects must get sharper, too, as well as their ability to gather current data from the field.
Relying on physical records, like paper forms, for data collection is steadily giving way among contractors to custom-designed or commercial software, a trend that is likely to be more prevalent over the next three years. Nearly three-quarters of respondents say they were satisfied with using software as a way to collect data.
Most pros (65% of the ones polled) still store their digital information in on-premise servers. But 37% have turned to third-party cloud providers, such as Amazon, to host their field information. The benefits of using the cloud are manifold, the most prominent being the ability to access data from the field while working in the office or remote locations, and vice versa.
Well over half of the contractors surveyed deploy mobile phone apps and cameras to collect and send data from the field. Expect that wave of data to rise, as drones, sensors, and wearables gain more traction as jobsite tools. However, contractors are also acutely aware of how their use of devices presents security risks. That explains why 86% of contractors say they are using anti-malware software, 78% are using enterprise-grade firewalls, and 56% have imposed policies for managing the use of mobile devices.
a plan to gather data
More than one-fifth of contractors surveyed have had experience with predictive analysis of data and business intelligence. That compares with just 7% for artificial intelligence and 6% for machine learning. The largest group of respondents noted they are aware of and understand the concepts of each of these emerging technologies but have not implemented them in their own organizations—39% for predictive analysis, 47% for artificial intelligence, and 33% for machine learning.
But it is clear that technology is advancing faster than the AEC industry’s ability to assimilate it. The report’s authors offer a multi-step process to structure a company’s data collection, analysis, and reporting.
• Determine what aspects of project delivery would benefit most from better information to guide your data strategy.
• Identify which types of field data will best-enable the proper analysis to generate critical decision-support information. And think about the minimum level of completeness, accuracy, and timeliness required for each type.
• Develop a focused technology and plan for collection and analysis that incorporates the specific data needed and types of analysis required, as well as financial and human capital investments, the time frames for implementation, clear roles of responsibility, and measurable goals for success.
The report includes two case studies—how Leander Construction is using the cloud to enhance productivity; and how W. Soule & Co. is using data to build better—as well as a Q&A with Jit Kee Chin, Suffolk Construction’s Chief Data Officer. Chin laments that what’s keeping AI from becoming a more efficient construction tool is the lack of useful data. Her viewpoint may explain why she sees “great potential” in automated monitoring.
Related Stories
| Sep 1, 2016
TRANSIT GIANTS: A ranking of the nation's top transit sector design and construction firms
Skidmore, Owings & Merrill, Perkins+Will, Skanska USA, Webcor Builders, Jacobs, and STV top Building Design+Construction’s annual ranking of the nation’s largest transit sector AEC firms, as reported in the 2016 Giants 300 Report.
| Sep 1, 2016
INDUSTRIAL GIANTS: A ranking of the nation's top industrial design and construction firms
Stantec, BRPH, Fluor Corp., Walbridge, Jacobs, and AECOM top Building Design+Construction’s annual ranking of the nation’s largest industrial sector AEC firms, as reported in the 2016 Giants 300 Report.
| Sep 1, 2016
HOTEL SECTOR GIANTS: A ranking of the nation's top hotel sector design and construction firms
Gensler, HKS, Turner Construction Co., The Whiting-Turner Contracting Co., Jacobs, and JBA Consulting Engineers top Building Design+Construction’s annual ranking of the nation’s largest hotel sector AEC firms, as reported in the 2016 Giants 300 Report.
| Sep 1, 2016
CULTURAL SECTOR GIANTS: A ranking of the nation's top cultural sector design and construction firms
Gensler, Perkins+Will, PCL Construction Enterprises, Turner Construction Co., AECOM, and WSP | Parsons Brinckerhoff top Building Design+Construction’s annual ranking of the nation’s largest cultural sector AEC firms, as reported in the 2016 Giants 300 Report.
| Sep 1, 2016
COURTHOUSE GIANTS: A ranking of the nation's top courthouse design and construction firms
DLR Group, NBBJ, Hensel Phelps, Sundt Construction, AECOM, and Dewberry top Building Design+Construction’s annual ranking of the nation’s largest courthouse sector AEC firms, as reported in the 2016 Giants 300 Report.
| Aug 30, 2016
CONVENTION CENTER GIANTS: A ranking of the nation's top convention center sector design and construction firms
Gensler, LMN Architects, AECOM, Turner Construction Co., and WSP | Parsons Brinckerhoff top Building Design+Construction’s annual ranking of the nation’s largest convention center sector AEC firms, as reported in the 2016 Giants 300 Report.
BIM and Information Technology | Aug 30, 2016
BIM GIANTS: A ranking of the nation's top BIM design and construction firms
HOK, Perkins+Will, Turner Construction Co., The Whiting-Turner Contracting Co., Jacobs, and Thornton Tomasetti top Building Design+Construction’s annual ranking of the nation’s largest BIM AEC firms, as reported in the 2016 Giants 300 Report.
Great Solutions | Aug 23, 2016
11 great solutions for the commercial construction market
A roll-up emergency department, next-gen telemedicine center, and biophilic cooling pods are among the AEC industry’s clever ideas and novel innovations for 2016.
| Aug 19, 2016
RECONSTRUCTION GIANTS: Facelifts give buildings new identities, even as they keep a few wrinkles
Reconstruction is always a balancing act between the client’s pro forma and what the building needs to be vibrant again.
| Aug 19, 2016
Top 110 Reconstruction Construction Firms
Gilbane Building Co., Turner Construction Co., and The Whiting-Turner Contracting Co. top Building Design+Construction’s annual ranking of the nation’s largest reconstruction sector construction and construction management firms, as reported in the 2016 Giants 300 Report.