Materials and manufacturing techniques to produce test strips in high volume at low-cost for the measurement of gas in various industries and environments are disclosed. The test strip is generally comprised of a substrate, at least one electrical connection, at least one sensing chemistry and at least one additional layer. The test strip may provide a quantitative author a qualitative read out. A method for collecting and analyzing data to monitor and manage patients with chronic respiratory disease is disclosed. Implementations include software applications, connected medical devices, web servers and electronic catalogs. A method for identifying treatment trends from a population combining medical, biological and environmental data is disclosed. A method for proactively alerting and patients, caregivers and medical providers to trends in health by using the implementations of the invention are disclosed.