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Table 3 Effect of financial inclusion on the choice of solid waste disposal method among households in Ghana

From: Financial inclusion and households’ choice of solid waste disposal in Ghana

(1)

(2)

Variable

Burned by household

Public dump

Dumped indiscriminately

Burned by household

Public dump

Dumped indiscriminately

Financial inclusion (Ref: No)

 Yes

−0.222**

− 0.261**

− 0.519***

− 0.142

−0.191*

− 0.398***

(0.104)

(0.108)

(0.137)

(0.102)

(0.105)

(0.118)

Income (in Ghana Cedis)

−0.00000347

− 0.0000111***

− 0.0000119*

0.0000139

0.00000477

0.0000124

(0.00000338)

(0.00000323)

(0.00000617)

(0.0000100)

(0.00000654)

(0.0000118)

Sex (Ref: Female)

 Male

0.315***

−0.0123

0.362***

0.312***

−0.0152

0.363***

(0.0734)

(0.0689)

(0.0992)

(0.0731)

(0.0688)

(0.0968)

Educational qualification (Ref: None)

 Yes

− 0.367***

− 0.361***

− 0.523***

− 0.362***

−0.356***

− 0.510***

(0.0936)

(0.0857)

(0.103)

(0.0931)

(0.0860)

(0.105)

Religion (Ref: No religion)

 Christian

−0.741***

− 0.446***

− 0.578***

− 0.732***

−0.437***

− 0.571***

(0.207)

(0.163)

(0.199)

(0.207)

(0.162)

(0.198)

 Traditionalist/other

−0.321

−0.520*

− 0.239

− 0.306

− 0.505

−0.224

(0.303)

(0.306)

(0.309)

(0.304)

(0.308)

(0.311)

 Islam

−1.145***

−0.443**

− 0.784***

− 1.134***

−0.431**

− 0.779***

(0.262)

(0.204)

(0.251)

(0.259)

(0.203)

(0.249)

Region (Ref: Western)

 Central

0.497**

−0.213

0.163

0.481**

−0.228

0.143

(0.239)

(0.257)

(0.310)

(0.240)

(0.259)

(0.312)

 Greater Accra

−1.069***

−2.587***

− 1.403***

− 1.085***

− 2.602***

− 1.426***

(0.241)

(0.283)

(0.347)

(0.241)

(0.286)

(0.350)

 Volta

0.908***

−0.865***

0.822***

0.895***

−0.877***

0.806***

(0.261)

(0.287)

(0.296)

(0.262)

(0.288)

(0.298)

 Eastern

0.881***

−0.299

0.437

0.871***

−0.309

0.423

(0.283)

(0.288)

(0.333)

(0.283)

(0.289)

(0.334)

 Ashanti

−0.662**

−1.196***

−1.038***

−0.686**

− 1.217***

− 1.078***

(0.280)

(0.276)

(0.335)

(0.275)

(0.278)

(0.325)

 Brong-Ahafo

0.978***

0.430

1.223***

0.966***

0.420

1.208***

(0.300)

(0.291)

(0.330)

(0.300)

(0.292)

(0.330)

 Northern

0.484

−0.649*

0.923**

0.480

−0.654*

0.925**

(0.352)

(0.355)

(0.396)

(0.352)

(0.356)

(0.397)

 Upper East

0.716**

−2.211***

0.449

0.702**

−2.223***

0.435

(0.297)

(0.330)

(0.314)

(0.295)

(0.331)

(0.314)

 Upper West

−0.261

−1.757***

0.232

− 0.274

− 1.770***

0.224

(0.278)

(0.327)

(0.313)

(0.276)

(0.327)

(0.313)

Residence (Ref: Urban)

 Rural

1.063***

1.229***

1.648***

1.070***

1.235***

1.658***

(0.171)

(0.184)

(0.200)

(0.170)

(0.184)

(0.197)

Age (in years)

−0.0126***

− 0.00513**

− 0.0122***

− 0.0125***

− 0.00507**

−0.0121***

(0.00266)

(0.00256)

(0.00391)

(0.00270)

(0.00257)

(0.00393)

Household size

0.0128

0.0283*

0.0199

0.0116

0.0272

0.0177

(0.0181)

(0.0170)

(0.0200)

(0.0183)

(0.0171)

(0.0201)

Rent agreement (Ref: Owning)

 Renting

−0.643***

−0.227*

− 0.437***

−0.644***

− 0.228*

−0.429***

(0.129)

(0.116)

(0.131)

(0.129)

(0.116)

(0.134)

 Rent free

−0.327***

0.123

−0.186

− 0.325***

0.124

−0.183

(0.119)

(0.111)

(0.127)

(0.119)

(0.111)

(0.127)

 Perching/squatting

0.140

−0.253

− 0.771

0.148

−0.248

− 0.758

(0.454)

(0.376)

(0.480)

(0.455)

(0.377)

(0.480)

Financial inclusion*Income

 Yes

   

−0.0000199*

− 0.0000181**

− 0.0000329**

   

(0.0000107)

(0.00000710)

(0.0000131)

 Constant

1.581***

2.552***

0.748**

1.528***

2.504***

0.675*

(0.296)

(0.279)

(0.350)

(0.287)

(0.281)

(0.347)

Observations

9743

9743

  1. Source: Authors’ computation from GLSS7
  2. Standard errors in parentheses; * p < 0.1, ** p < 0.05, *** p < 0.01; Reference category for waste disposal method is collected