Skin color classification can have importance in skin health, pigmentary disorders, and oncologic condition assessments. It is also critical for evaluating disease course and response to a variety of therapeutic interventions and aids in accurate classification of participants in clinical research studies. A panel of dermatologists conducted a literature review to assess the strengths and limitations of existing classification scales, as well as to compare their preferences and utilities. We identified 17 skin classification systems utilized in dermatologic settings. These systems include a range of parameters such as UV light reactivity, race, ethnicity, and degree of pigmentation. The Fitzpatrick skin type classification is most widely used and validated. However it has numerous limitations including its conflation with race, ethnicity, and skin color. There is a lack of validation data available for the remaining scales. There are significant deficiencies in current skin classification instruments. Consensus-based initiatives to drive the development of validated and reliable tools are critically needed., Competing Interests: Conflicts of interest Dr Harvey has served as a consultant for L’Oréal and SkinCeuticals and on advisory boards for AbbVie, Lilly, Bristol-Myers Squibb, and Johnson & Johnson. Dr Alexis has received grants (funds to institution) from LEO Pharma, Novartis, Almirall, Bristol-Myers Squibb, Amgen, Vyne, Galderma, Valeant (now Bausch Health), Cara Therapeutics, Arcutis, Dermavant, AbbVie, and Castle; on advisory board or as a consultant for LEO Pharma, Galderma, Pfizer, Sanofi-Regeneron, Dermavant, Beiersdorf, Ortho, L’Oréal, BMS, Bausch Health, UCB, Vyne, Arcutis, Janssen, Allergan, Almirall, AbbVie, Amgen, VisualDx, Eli Lilly, Swiss American, Cutera, Cara Therapeutics, EPI Health, Incyte, Castle, Apogee, Alphyn, and Canfield; as a speaker for Regeneron, Sanofi-Genzyme, Pfizer, and BMS; and has received royalties from Springer, Wiley-Blackwell, and Wolters Kluwer Health. Dr McKinley-Grant has served as a consultant for Janssen and Determi-Nation. Dr Taylor has served as a consultant/advisor/speaker for AbbVie, Arcutis Biotherapeutics, Inc, Armis Scientific, Avita Medical, Beiersdorf, Inc, Biorez, Inc, Bristol-Myers Squibb, Cara Therapeutics, Dior, Eli Lilly, EPI Health, Evolus, Inc, Galderma Laboratories, LP, GloGetter, Hugel America, Inc, Johnson & Johnson Consumer Products Company, L’Oréal USA, Medscape/WebMD, MJH LifeSciences, Pfizer, Piction Health, Sanofi, Scientis US, UCB, and Vichy Laboratoires; as an author at McGraw-Hill; on the Editorial Board for Practical Dermatology, Cutis, and Archives in Dermatologic Research and a peer reviewer for the British Journal of Dermatology; and as an investigator for Allergan Aesthetics, Concert Pharmaceuticals, Croma-Pharma GmbH, Eli Lilly, and Pfizer. Dr Desai has served as an investigator and/or consultant for Galderma, Pfizer, Lilly, Dermavant, AbbVie, and many other companies; he also holds multiple leadership positions in national and other organizations. Dr Jaleel has received grants from Pfizer, Skin of Color Society, Dermatology Foundation, and the NIH; as a consultant for UCB, Eli Lilly, Novartis, and ChemoCentryx. Dr Kang has served on the advisory board and/or as a consultant for Amore Pacific, CeraVe, Galderma, Eli Lilly, and Jeune. Dr Vashi has served as a consultant for Janssen Biotech, L’Oréal, and Canfield. Dr Elbuluk has served as a consultant for Avita, Scientis, Beiersdorf, Incyte, VisualDx, La Roche Posay, Beiersdorf, and Unilever; on advisory boards for Allergan, Eli Lily, Galderma, Incyte, Janssen, La Roche Posay, and L’Oréal; as speaker for Estee Lauder, La Roche Posay, Scientis, Medscape, Beiersdorf, and Dior; and as an investigator for Avita. Dr Hamzavi has served as a consultant to AbbVie, Pfizer, Incyte, UCB, Boehringer Ingelheim, Sonoma, Union therapeutics, Novartis, Janssen, Avita, Galderma, Almirall, and Vimela; as an investigator for Lenicura, Pfizer, Incyte, Avita, Loreal/Laroche Posay, Clinuvel, ITN, Chemocentyx, Ferndale Laboratories, Inc, Unigen, Inc, and Arcutis; and as a board member and Past-president of the HS Foundation and Global Vitiligo Foundation. Dr Kwatra has served as an advisory board member/consultant for AbbVie, Amgen, Arcutis Biotherapeutics, Aslan Pharmaceuticals, Cara Therapeutics, Castle Biosciences, Celldex Therapeutics, Galderma, Genzada Pharmaceuticals, Incyte Corporation, Johnson & Johnson, LEO Pharma, Novartis Pharmaceuticals Corporation, Pfizer, Regeneron Pharmaceuticals, and Sanofi; and as an investigator for Galderma, Incyte, Pfizer, and Sanofi. Dr Kholi has served as an investigator for Ferndale, Estée Lauder, La Roche Posay Dermatologique, Unigen, Johnson & Johnson, Allergan, Pfizer, Sciton, and Bayer; received support from the American Skin Association for a vitiligo project; was a consultant for Pfizer, Johnson & Johnson, Beiersdorf (previously known as Bayer), and ISDIN; and received salary support from the Dermatology Foundation through a research career development award. Dr Callender has served as an investigator and/or received grants from AbbVie/Allergan, Almirall, Aerolase, Arcutis, Avava, Beiersdorf, Eirion, Eli Lilly, Janssen, L’Oréal, Pfizer, Prollineum, skinbetter science, Symatese, and Teoxane; as a consultant or advisor for Acne Store, Aerolase, Arcutis, Avita Medical, Beiersdorf, Cutera, Dermavant, EPI Health, Jeune Aesthetics, L’Oréal, OrthoDerm, Scientis, Sente, SkinCeuticals, and UCB; as a speaker for Eli Lilly, L’Oréal, and SkinCeuticals; and has received royalties from Elsevier and UpToDate. Author Okeke, Dr Heath, Dr Lester, Dr Vasquez, Dr Rodriguez, Dr Sundaram, Author Brown, and Author Cobb have no conflicts of interest to declare., (Copyright © 2024 American Academy of Dermatology, Inc. Published by Elsevier Inc. All rights reserved.)