Saw this while hunting around. While a wrist watch and pen could work... you are probably looking for software. An inexpensive option is looking at just time tracking and billing software rather than accounting or specialized software. A few options include:
- freckle
- replcon
- accountsight
I would recommend accountsight because it is the easiest to use and has the best pricing.