Background: This preliminary study aims to understand the state of support provided in the evacuation areas of the 2011 Fukushima nuclear disaster, during the novel coronavirus 2019 (COVID-19) restriction. Methods: A self-administered survey was conducted with 18 livelihood support counselors from two Social Welfare Councils in November 2020. We investigated the number of consultations since the COVID-19 pandemic and the impact of telephonic consultation as opposed to in-person consultations through visits to counselees’ homes. Results: Counselors have been continued offering supports to their counselees even under the COVID-19 restrictions, in fact, fifty percent of counselors have increased the consultations. Although some counselors had a sense of unease or concern about telephonic consultation due to the inability to see their non-verbal expressions, there were some advantages of telephonic consultation, in that the counselors were able to have longer sessions and listen more attentively to severe issues. Conclusions: Notably, livelihood support counselors in this study have increased the number of consultations while utilization telephonic consultations, despite the adverse conditions created by the COVID-19 restriction. Moreover, certain advantages of telephonic consultation instead of in-person consultation have been identified. It may be an effective support method avoiding in-person contacts, that also considers infection-prevention measures.