Many educators concede that Pennsylvania is scrambling to catch up with other states and some of the larger urban school districts - such as Chicago, Los Angeles and New York - that jumped onto the coding education bandwagon earlier in the 2010s, spurred on by the National Science Foundation or by grants from large technology companies like Apple and Microsoft.