Many new englanders, finding it hard to make a traditional living on farms, increasingly looked for work where?

Many new englanders, finding it hard to make a traditional living on farms, increasingly looked for work in: shoe factories and textile mills

During the industrial revolution, a lot of farmers started to abandoned traditional method of farming and started to use machine in their production process. This situation heavily reduced the job availability in traditional farming