Abstract Background Despite the challenges to its adoption, telemedicine is becoming more and more popular for helping elderly people preserve their independence and continue to live in their own homes. Aims We investigated the challenges and barriers experienced by the elderly population when using telemedicine services in Israel. Methods Fourteen elderly people were recruited for the study and interviewed in person using a semi structured interview protocol, using a qualitative technique. Participants’ replies were evaluated and analyzed thematically. The participants were questioned regarding their usage of telehealth services, the benefits they perceive in them, any potential difficulties to use, and suggestions they had for making these services more readily available and simpler to use for the elderly. Results Most participants recognized the advantages of telehealth services, particularly for the elderly population during pandemics and normal times. However, most of them also expressed various challenges that face the elderly population in using these services. Many participants were concerned that the quality of telemedicine sessions may not be good enough compared to in-person sessions, and expressed a lack of confidence in telemedicine services, and frustration from the absence of in person interaction. Many participants highlighted the technological challenges in the use of computers and applications in general and in the context of healthcare, in particular, in addition to physiological and literacy difficulties. Finally, the participants suggested several ways to increase the accessibility and usage of telemedicine solutions by elderly people. Conclusions A proactive approach to identifying and resolving telehealth barriers can maximize virtual interactions for the older population and alleviate care inequities. There is a need to increase awareness of the availability, benefits, and uses of each telehealth service in comparison to in-person consultations. Key messages • A proactive approach to identifying and resolving telehealth barriers can maximize virtual interactions for the older population and alleviate care inequities. • There is a need to increase awareness of the availability, benefits, and uses of each telehealth service in comparison to in-person consultations.