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Penyakit TB BTA (+) merupakan salah satu penyakit menular yang banyak ditemukan di Provinsi Sumatera Barat, juga disebabkan oleh berbagai faktor yang langsung berhubungan dengan kehidupan dimasyarakat diantaranya Kepadatan Penduduk, Rumah Sehat, Rumah Tangga Ber-PHBS dan Sumber Air Bersih. Tujuan penelitian untuk mengetahui analisis korelasi Spearman terhadap kejadian penyakit TB BTA (+) di Provinsi Sumatera Barat tahun
2017. Jenis penelitian ini adalah Analitik menggunakan cross sectional study dengan pendekatan non reaktif. Populasipadapenelitian adalah seluruh Kecamatan di Provinsi Sumatera Barat sebanyak 157 Kecamatan dari 19 Kab/Kota. Sampel penderita TB BTA (+) di 83 Kecamatan dari 8 Kab/Kota.
Hasil penelitian menunjukkan terdapat hubungan analisis korelasi Spearman terhadap Kejadian Penyakit TB BTA (+). Terdapat hubungan Kepadatan PendudukP value =0,022, Rumah SehatP value =0,000 dan Sumber air BersihP value = 0,000terhadap kejadian Penyakit TB BTA (+) di Provinsi Sumatera Barat. Dan tidak terdapat hubungan analisisSpearman terhadap Kejadian Penyakit TB BTA (+) dengan Rumah tangga Ber-PHBS P value =0,149 artinya tidak terdapat hubungan Rumah Tangga Ber-PHBS terhadap kejadian
Penyakit TB BTA (+) di Provinsi Sumatera Barat. Diharapkan para peneliti lebih cermat dalam menentukan metode statistika yang tepat dalam pengujian hipotesis. Jika data berskala interval atau rasio, maka lebih dianjurkan
menggunakan metode parametrik. Sedangkan jika data berskala nominal atau ordinal, maka lebih dianjurkan menggunakan metode nonparametrik.

BTA TB (+) is a contagious disease that is commonly found in West Sumatra. It is also caused by various factors that are directly related to community life including Population Density, Healthy Homes, PHBS Households and Clean Water Sources. The purpose of this study was to determine the Spearman correlation analysis of the incidence of smear TB disease (+) in West Sumatra in 2017 The type of research was analytic using cross sectional study with a non reactive approach. The populations of the study were all sub-districts in West Sumatra. They were 157 subdistricts of 19 districts or cities. The samples were smear TB patients (+) in 83 districts of 8 districts / cities. The results of the study showed that there was a correlation between Spearman's correlation analysis with the incidence of smear TB disease (+). Then, there was a relationship of
Population Density P value = 0.022, Healthy House P value = 0,000 and Clean water source with P value = 0,000 to the incidence of smear TB disease (+) in West Sumatra. Moreover, there was no correlation between Spearman's analysis of the incidence of smear TB disease (+) with PHBS households P= 0.149. It means that there is no relationship of PHBS households to the incidence of smear TB disease (+) in West Sumatra. Last, it is hoped that researchers will be more careful in determining the appropriate statistical method in hypothesis testing If the data is interval or ratio scale. Then, it is
recommended to use the parametric method. Meanwhile, if the data are nominal or ordinal scale, it is more advisable to use a nonparametric method.