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Table 4 Output oriented DEA efficiency scores for Table 2 descriptive statistics of the input and outputs for Regional Referral and large PNFP hospitals (n = 17)

From: How efficient are referral hospitals in Uganda? A data envelopment analysis and tobit regression approach

Hospital

Efficiency scores

Returns to scale

Reference set (lambda weights)

 

CRS_TE

VRS_TE

Scale

  

Gulu

1

1

1

Constant returns to scale

 

Hoima

1

1

1

Constant returns to scale

 

Mbale

0.940133

1

0.940133

Diminishing returns to scale

 

Moroto

1

1

1

Constant returns to scale

 

Masaka

0.8954

1

0.8954

Diminishing returns to scale

 

Lira

0.900694

1

0.900694

Diminishing returns to scale

 

Nsambya

0.431078

1

0.431078

Diminishing returns to scale

 

St. Mary’s Lacor

0.692294

1

0.692294

Diminishing returns to scale

 

Mbarara

0.861657

0.976592

0.88231

Diminishing returns to scale

Masaka (0.406617), Mbale (0.309851), Gulu (0.097515), Hoima (0.162609)

Soroti

0.850387

0.941373

0.903348

Diminishing returns to scale

Gulu (0.260962) Hoima (0.250726) Mbale (0.323689); Moroto (0.105996)

Fort Portal

0.76477

0.921675

0.829762

Diminishing returns to scale

Hoima (0.037365) Masaka (0.884309)

Jinja

0.70878

0.86767

0.816877

Diminishing returns to scale

Masaka (0.640645) St. Mary’s Lacor (0.114007); Mbale (0.113018)

Arua

0.75922

0.855481

0.887478

Diminishing returns to scale

Gulu (0.055922) ;Mbale (0.008273), Masaka (0.791286)

Mubende

0.847976

0.850297

0.99727

Increasing returns to scale

Gulu (0.064533), Hoima (0.318159); Mbale (0.005493); Moroto (0.462112)

Kabale

0.81319

0.843276

0.964323

Increasing returns to scale

Masaka (0.125589) Hoima (0.702674); Lira (0.015013)

Rubaga

0.524107

0.762422

0.687424

Increasing returns to scale

Gulu (0.126505) Nsambya (0.19374);Masaka (0.442177)

Naguru

0.509215

0.523887

0.971994

Increasing returns to scale

Gulu (0.408324), Moroto (0.077042)

Min

0.431078

0.523887

0.431078

  

Max

1

1

1

  

Mean

0.794053

0.914275

0.870611

  

SD

0.174409

0.125919

0.149222

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