In this paper a rationale for choosing how many and what types of spelling-to-sound units of English to teach children to learn to read is introduced. The rationale is based on an analysis of the frequency with which various units of spelling-to-sound mapping occur in monosyllabic words of the English language. Analysis of spelling-to-sound mappings at three levels (whole words, onsets and rimes and graphemes) reveals that the distribution of these mappings in English text approximates Zipf's Law. Further analyses reveal that a substantial proportion of text can be read if knowledge of the most frequent mappings at each level is assumed. It is suggested that viewing reading from this perspective can be useful in developing reading instruction so that children are taught information that is most useful in achieving the endpoint of learning to read.How do we choose what to teach children to learn to read? English speaking children are typically taught some combination of whole words (sight vocabulary), pronunciations of onsets and word bodies (the orthographic equivalent to phonological rimes) and pronunciations of graphemes (grapheme-phoneme mappings). They can therefore bring a variety of skills to the task of learning to read through recognising sight vocabulary (whole words), reading by analogy (onsets and bodies) and reading through the application of specific rules (grapheme-phoneme mappings). But how should we decide whether words, onsets, bodies and graphemes all need to be taught, or some combination, and then how do we decide how many and which particular words, onsets, bodies and graphemes should be explicitly taught? Part of the reason these questions arise is because of the non-transparent nature of the English spelling-to-sound mapping. Although a large part of the English system is alphabetic in that a grapheme often corresponds to a single phoneme (e.g. the grapheme b corresponds to the phoneme /b/), there are many graphemes that correspond to more than one phoneme (e.g. the grapheme ea can be pronounced in a variety of ways such as in beach-/bi t /,