Background Dengue is an important health problem in southern Thailand. However, the area has a surveillance-only prevention system, and there are no continuing guidelines for dengue treatment from households to primary care units (PCUs) or district hospitals. The objectives were to develop and evaluate the dengue clinical practice guideline (DCPG) from household to hospital. Methods The study design used community participatory action research that integrated the IOWA model in 44 villages in the Lansaka district of southern Thailand. The DCPG was developed and tested with 26 health providers in five steps: 1) community preparation, 2) development of the guidelines, 3) use and monitoring, 4) evaluation and conclusion, and 5) referring technology. The questionnaires for evaluating opinion, knowledge, and practice contained 84 items. The content validity was verified by three experts (CVI= 0.80), and reliability was verified by 30 participants (Cronbach’s alpha = 0.90). The Wilcoxon signed rank test was used to compare the situation before and after the use of DCPG, and guidelines were developed with accompanying diagrams. Results Two results were found: 1) DCPG consisted of four steps: guidelines at households, primary care units, outpatient departments and emergency rooms, and inpatient departments in hospitals. A total of 39 dengue patients were divided into 20 cases admitted for IPD; observation at home, 18 cases; and one patient referred to province hospital; with no deaths during the study period. 2) The 26 health providers from the PCUs and hospital increased their knowledge, and attitude increase was not significantly different ( P>0.05 ). The 5 components of practice increased significantly ( P<0.05 ), but the practice of only taking intravascular fluid was not significantly different ( P>0.05 ). Conclusion DCPG was an appropriate dengue solution from household to hospital. However, all stakeholders need to participate, integrate, and coordinate for continued use, monitoring and evaluation.