Despite chaining strategy being used in teaching deaf pupils in Tanzania, still deaf graduate with poor reading skills. Thus, there was the need of finding out the reasons for this stressing situation in the country. Basing on the theory of simple view of reading which highlights that reading comprehension is determined by word recognition ability and language comprehension ability, this study explored the contribution of chaining strategy in developing word recognition ability among deaf pupils in selected special primary schools in Tanzania. The study employed mixed research approach with a convergent research design, whereby, in-depth interview, observation, questionnaire and test were employed to collect data from teachers and deaf pupils respectively. A sample of 182 respondents that included 20 teachers and 162 deaf pupils was used. Data obtained were analysed through descriptive, simple linear regression and content analysis. The study revealed that the use of chaining strategy has significant contribution in developing word recognition ability among deaf pupils in Tanzania. This is because the strategy contributed much in building up major word recognition sub-skills among deaf such as, fingerspelling ability, ability to select specific word from the group of written words, abilities to match words with their corresponding signs, and ability to identify misspelled words. In-turn the subskills contributed to word recognition ability among deaf pupils. The study recommends the government to strengthen on in-service training among teachers for deaf as it will keep teachers updated as far as sign language is concern and on how to effectively apply chaining strategy