Italy Banks Data Dictionary Source: Algeri et al (2022). Spatial dependence in the technical efficiency of local banks. Papers in Regional Science 101, 385-416. Italy_banks.shp – 261 points in UTM zone 32, no Sardinia or Elba
- Observations = 261
 - Variables = 96
 - Years = 2011-2017
 
Overview of data
| Variable | Description | 
|---|---|
| Idd | bank ID | 
| BankName | name of the bank | 
| City | city name | 
| latitud | latitude | 
| longitud | longitude | 
| COORD_X | coordinates from UTM | 
| XKM | coordinates in km (COORD_X/1000) | 
| COORD_Y | coordinates from UTM | 
| YKM | coordinates in km (COORD_Y/1000) | 
| ID | same ID for work purposes | 
| IDN | ID of nearest neighbor | 
| distnn | distance to nearest neighbor | 
| REGCODE | region code | 
| REGNAME | region name | 
| PROVCODE | province code | 
| PROVNAME | province name | 
| COMCODE | commune code | 
| TE_IN_11 | score_input_vrs_2011 to 2017: Farrel input-based technical efficiency using VRS | 
| TE_OUT_11 | score_output_vrs_2011 to 2017: Farrell output-based technical efficiency using VRS | 
| CAPRAT11 | totalcapitalratio2011: (Tier 1 Capital + Tier 2 Capital) / Risk weighted assets | 
| Z_11/17 | zscore12011: (ROA + Leverage)/ σ (ROA) | 
| LIQASS_11/17 | liq_ta_w2011: Liquid asset/ Total asset | 
| NPLl_11/17 | assetquality_w2011: Non- performing loans/ Total gross loans | 
| LLP_11/17 | allow_w2011: Loan loss provisions / Customer loans | 
| INTR_11/17 | inexptofunds_w2011: Interest expense/ Total funds | 
| DEPO_11/17 | deposit_ta_w2011: Total deposits/ Total asset | 
| EQLN_11/17 | equity_loan_w2011: Total equity/ Customer loan | 
| SERV_11/17 | service_w2011: Net interest income /Total operating revenues | 
| EXPE_11/17 | operexp_ta_w2011: Operating expenses / Total assets | 
Prepared by (Center for Spatial Data Science). Last updated Jan 15, 2025. Data provided “as is,” no warranties.