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This study presents a novel method for evaluating the scientific research papers in the field of assistive technologies pertaining to different impairment conditions. The objectives are to understand the technologies used for addressing the needs of PWD by identifying relevant criteria for the assessment, explore the implications of these technologies in their lives and identify the gaps among certain technologies in assisting PWD. In this article, we reviewed around 40 research scientific papers in relation to the technologies used to assist PWD in their daily activities. A novel quantitative assessment methodology based on Multi-weighted Scoring Model (MWSM) has been developed. It is based on the judgement of clinical experts according to thirteen well-defined criteria. The proposed method is useful because it assesses the scientific studies related to PWD qualitatively according to efficient research coverage, as well as quantitatively in order to have good comparative judgment. Moreover, this method recognizes the research gap or areas which need further investigation and identifies the research papers that have good coverage of the respective criteria.Implications for RehabilitationHuman computer interface (HCI) solutions are critical for addressing the main issues facing people with disabilities (PWD) in their life.Assessment of scientific research papers according to well-defined criteria that address PWD needs would assist in verifying their suitability for PWDs.Novel quantitative assessment methodology is used for assessing these research papers using judgment of experienced researchers according to 13 well-defined criteria that have been weighted according to relevancy to different impairment groups.Identifying research papers that have good coverage of defined criteria and knowing the research area that needs further investigation by researchers and developers, would ultimately address the rehabilitation needs for PWD. [ABSTRACT FROM PUBLISHER]