Nurses　often　encounter　negative　emotions　such　as　fatigue,　boredom,　anxiety　and　fear　in　the　course　of　their　nursing　duties,　and　one　of　the　efficient　approaches　to　improve　their　emotions　is　to　wear　the　proper　nursing　scrubs　during　their　tasks.　This　paper　presents　a　work　with　the　overall　objective　to　have　an　emotionally　tailored　apparel　design　of　nursing　scrubs.　To　reach　this　objective,　the　study　first　mines　Kansei　words　to　recognize　nurses＇　emotions　in　nursing　scrubs　domain.　Then,　design　attributes　and　their　corresponding　attribute　levels　for　nursing　scrubs　are　identified　and　determined　by　applying　the　rank　sum　ratio　method.　Furthermore,　a　model　mapping　nurses＇　emotions　to　design　attributes　of　nursing　scrubs　is　established　by　employing　the　entropy-weight　technique　for　order　preference　by　similarity　to　an　ideal　solution　approach.　The　study　yields　two　significant　contributions:　(a)　presenting　the　first　ever　emotion　recognition　for　nurses,　which　provides　a　domain-specific　foundation　for　investigating　nurses＇　psychological　wellbeing;　(b)　constructing　a　model　to　conduct　the　emotional　apparel　design　of　female　nursing　scrubs,　which　offers　a　guide　to　improve　preferred　and　satisfied　female　nursing　scrubs　for　nurses,　and　thus　positive　emotions　will　be　experienced　during　their　nursing　duties.