Gates, hired guns and mistrust : business unusual - the cost of crime and violence to businesses in Papua New Guinea
2014 - wb_20030015
Alys M. Willman
Description
Unique user defined ID
wb_20030015
Title
Gates, hired guns and mistrust : business unusual - the cost of crime and violence to businesses in Papua New Guinea
Date published
2014/5/1
Resource type
working-paper
Reference country
| Country name | Country code |
|---|---|
| Papua New Guinea | PNG |
Type
World Bank Library
ID number
090224b0828cb0cd
Language
| Name | Code |
|---|---|
| English | EN |
Series
Series name
Publications & Research / working-paper / Research and dialogue series ; no. 4
Authoring information
Authors
| First name | Last name |
|---|---|
| Alys M. | Willman |
Disclaimer and copyrights
Rights
World Bank
Terms governing use and reproduction
See World Bank Documents and Reports website at http://documents.worldbank.org/curated/en/home
Themes and topics
metadata.document_description.themes
| Name |
|---|
| Economic management |
| Social protection and risk management |
| Other economic management |
| Poverty strategy/ analysis and monitoring |
Topics
| Unique Identifier | Topic | Vocabulary |
|---|---|---|
| Topic 1 | Finance and Financial Sector Development | World Bank, Documents and Reports |
| Topic 2 | Public Sector Development | World Bank, Documents and Reports |
| Topic 3 | Macroeconomics and Economic Growth | World Bank, Documents and Reports |
| Topic 4 | Governance | World Bank, Documents and Reports |
| Subtopic 5 | Judicial System Reform | World Bank, Documents and Reports |
| Subtopic 6 | Mining & Extractive Industry (Non-Energy) | World Bank, Documents and Reports |
| Subtopic 7 | Transport Services | World Bank, Documents and Reports |
| Subtopic 8 | Crime and Society | World Bank, Documents and Reports |
LDA topics
LDA model
| Author | Model Identifier | Number of topics | Description | Corpus name |
|---|---|---|---|---|
| DECDG | WB_LDA_ALL_40 | 40 | Latent Dirichlet Allocation (LDA) | WB Docs |
LDA topics
Topic
Score (%)
Top words
Topic 6
39%
make,
people,
work,
group,
time,
problem,
state,
case,
good
Topic 22
25%
service,
firm,
sector,
business,
private,
access,
technology,
market,
percent
Topic 33
9%
business,
economy,
tax,
time,
procedure,
cost,
day,
property,
indicator
Topic 35
6%
million,
government,
year,
investment,
sector,
development,
increase,
total,
plan
Topic 16
4%
datum,
result,
effect,
model,
table,
estimate,
level,
variable,
analysis
Topic 5
3%
risk,
climate_change,
climate,
disaster,
flood,
impact,
loss,
adaptation,
damage
Topic 17
3%
transport,
port,
traffic,
cost,
railway,
service,
vehicle,
bus,
rail
Topic 3
3%
tax,
expenditure,
government,
revenue,
public,
budget,
percent,
cost,
state
Topic 36
3%
project,
cost,
total,
year,
million,
staff,
equipment,
program,
training
Topic 29
3%
country,
development,
bank,
world_bank,
sector,
work,
support,
global,
world_bank_group
Topic 30
2%
household,
woman,
poverty,
percent,
poor,
income,
labor,
employment,
age
Topic 8
1%
forest,
area,
land,
management,
conservation,
resource,
forestry,
protect,
biodiversity
Topic 7
1%
health,
service,
child,
population,
facility,
hospital,
aid,
nutrition,
care
Topic 14
1%
bank,
financial,
nonperforming_loan,
credit,
market,
investment,
risk,
finance,
fund
Topic 21
1%
percent,
growth,
debt,
rate,
year,
increase,
price,
export,
high
Topic 39
1%
project,
management,
procurement,
implementation,
financial,
include,
report,
activity,
support
Topic 4
1%
land,
resettlement,
compensation,
project,
affect,
area,
household,
people,
district
Topic 1
1%
project,
implementation,
bank,
component,
objective,
performance,
million,
satisfactory,
indicator
Topic 40
1%
water,
project,
river,
construction,
area,
environmental,
dam,
impact,
county
Topic 25
1%
education,
school,
teacher,
student,
training,
secondary,
high,
primary,
level
Topic 15
1%
power,
electricity,
cost,
energy,
generation,
distribution,
supply,
tariff,
transmission
Topic 10
1%
sector,
government,
reform,
public,
policy,
program,
support,
improve,
development
Topic 2
1%
application,
world_bank,
bank,
recipient,
letter,
internet_user,
condition,
term,
deliver
Topic 12
1%
export,
price,
import,
product,
trade,
industry,
production,
market,
good
Topic 18
1%
agreement,
section,
association,
borrower,
project,
bank,
date,
condition,
paragraph
Topic 27
1%
fund,
financial,
bank,
statement,
audit,
donor,
grant,
year,
trust_fund
Topic 32
1%
site,
construction,
environmental,
impact,
waste,
area,
contractor,
work,
material
Topic 37
1%
agricultural,
agriculture,
farmer,
research,
rural,
food,
production,
extension,
livestock
Topic 13
1%
project,
environmental,
social,
impact,
include,
management,
policy,
safeguard,
implementation
Topic 24
1%
project,
environmental,
assessment,
service,
category,
development,
objective,
tel,
determine
Topic 31
1%
republic,
finance,
date,
nonperforming_loan,
ministry,
party,
development,
repay,
borrower
Topic 38
1%
energy,
bio_gas,
emission,
oil,
fuel,
total,
cost,
coal,
carbon
Topic 19
1%
area,
irrigation,
crop,
production,
farm,
farmer,
land,
year,
agricultural
Metadata production
Document title
Gates, hired guns and mistrust : business unusual - the cost of crime and violence to businesses in Papua New Guinea
Unique ID number for the document
wb_20030015
Producers
| Name | Abbreviation | Affiliation | Role |
|---|---|---|---|
| Development Economics Data Group | DECDG | World Bank | Generate metadata |