Hi, estimating linear trend using regression is a standard statistical technique. I encourage you to read a chapter (1.5.1.- Estimation and Elimination of Trend in the Absence of Seasonality) from the textbook 'Introduction to Time Series and Forecasting, Second Edition by Brockwell.
Data Scientist. Holding degrees in economics, econometrics, and statistics. Employed in news industry.