INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan...
Transcript of INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan...
![Page 1: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/1.jpg)
CITIES
INEQUALITY ON TRACKS AND WHEELSA STUDY ABOUT ACCESS TO THE METRO AND THE BRT IN RIO
![Page 2: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/2.jpg)
INEQUALITY ON TRACKS AND WHEELSA STUDY ABOUT ACCESS TO THE METRO AND THE BRT IN RIO
Rio de Janeiro, 2016
![Page 3: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/3.jpg)
FGV/DAPP
DirectorMarco Aurelio Ruediger
DAPP+55 (21) 37994300 | www.dapp.fgv.br | [email protected]
Head OfficePraia de Botafogo 190, Rio de Janeiro | RJ, CEP 22250-900 ou Caixa Postal 62.591 CEP 22257-970 | Tel: (21) 3799-5498 | www.fgv.br
Founding PresidentLuiz Simões Lopes
PresidentCarlos Ivan Simonsen Leal
Vice-PresidentsSergio Franklin Quintella, Francisco Oswaldo Neves Dornelles e Marcos Cintra Cavalcante de Albuquerque
FGV is an institution with a philanthropic, educational, technical and scientific nature, created on 20 December 1944 as a private entity, whose aim is to act in a broad manner in all questions with a scientific nature, with an emphasis on the social sciences, administration, law, and economy, contributing to the socio-economic development of the country.
TEAM
IMPLEMENTATION TEAMCoordinationMarco Aurelio Ruediger
Research Coordination Janaina Fernandes
ResearchersMiguel OrrilloBárbara BarbosaMargareth da Luz
Graphic projectRebeca Liberatori Braga
![Page 4: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/4.jpg)
CITIES
INEQUALITY ON TRACKS AND WHEELS
A STUDY ABOUT ACCESS TO THE METRO AND THE BRT IN RIO
![Page 5: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/5.jpg)
5 | DEPARTMENT OF PUBLIC POLICY ANALYSIS
THE CASE OF THE METRO AND THE BRT IN RIO DE
JANEIRO CITY
This is a study of access to the city. The focus is egalitarian access to public spaces, to cultural goods, to the collective and social use of the city, as well as to opportunities for employment and income. It is not a study of fares, nor of transport engineering, but rather a study of the possibility of access. Theoretical assumptions from different areas of knowledge were used, and a special methodology was developed to allow us carry out the analysis. Therefore, it is a discussion about socio-spatial justice, something which configures a “just city”.
“In the metropolitan area of Rio de Janeiro, 2.8 million workers take on average 141 minutes to move between house-work-house, considering only those movements above 30 minutes. “(Sistema FIRJAN, 2015)
Susan Fainstein (2011) described the principles of a just city as democracy, equality, and diversity. She concluded, based on the research she carried out, that absolute equality in socio-spatial terms is not observable, since the strengthening of some of these principles often causes tension with others. Rather, equality involves respect for the equitable distribution of the “benefits” and “disadvantages” of urban policies. Equality does not at all imply the suppression of frontiers and differences between groups and localities. However, equality considers frontiers as porous, leaving individuals free to choose where they want to circulate and meet, allowing exchanges and the intermixing of different social classes, promoting dialogues which naturally converge or diverge.
Access to high capacity transport in this sense becomes a facilitator for this circulation, which is reinforced by the time taken to move around the large Brazilian metropoles. A study published in 2015 by the Sistema FIRJAN demonstrates that over 17 million Brazilians take more than 114 minutes to move between house-work-house in metropolitan regions. Rio de Janeiro was the region with the greatest time of movement, 141 minutes.
![Page 6: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/6.jpg)
6|INEQUALITY ON TRACKS AND WHEELS: A STUDY OF ACCESS TO THE CITY
The objective of this study is to verify if residents of what are defined and denominated here as the primary zones of high capacity stations have their possibility of access and circulation facilitated by the proximity of public transport. The first study presented here is about the Rio de Janeiro metro and BRT. It was found that there is a great variation in the possibility of access to circulation through these types of transport by the people residing in the primary zones of the metro and the BRT.
In this context, the manner in which the city is planned can cause or induce circulation and interaction. The role of the state and urban planning becomes essential to guarantee spaces where it is possible for social mixing, even without guaranteeing interaction or exchanges. On the other hand, it can allow the transformative potential of this meeting between individuals, groups, and social movements to have the possibility of moving and transforming the urban spaces of the city.
Despite recognizing the complexity of this question, this study understands that the public authorities cannot avoid implementing policies, even if temporary, to minimize these inequalities. Among these actions, the question of fares has become relevant. The 2013 Jornadas de Junho revealed the importance of this agenda for urban social movements and cannot be neglected in a discussion of urban planning.
For example, even for an resident in a primary zone of the metro and the BRT who receives vale-transporte (subsidized transport vouchers) during the week to access their place of work, part of their options of leisure could be concentrated far from their residence. The use of forms of transport just at the weekend, for purposes of leisure, can be hindered by the fare and their possibility of access to the city via the BRT or metro can be compromised. According to IPEA (2012):
“Residents of Brazilian urban areas use approximately 15% of their income on urban transport, spending on average around five times more on private transport than on public transport in their daily journeys”(IPEA, 2012).
These points reinforce that those who have less income, even living close to a high capacity transport station, can have difficulty moving around the city, depending on the percentage of per capita income spent to use types of transport, which is what is shown in the following study.
![Page 7: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/7.jpg)
7 | DEPARTMENT OF PUBLIC POLICY ANALYSIS
UNEQUAL ACCESSDescription of primary zones of
metro and BRT stations
This study takes the primary zone of metro and BRT stations to be a region in a radius of up to 800 meters from each station. This is based on the time that people are willing to walk to access high capacity transport.
Primary zone is, therefore, the area consisting of one or more census sectors whose criteria of inclusion is the distance of 800 meters from its central point to the central point of the respective station.
The census sector is the territorial unit for the collection of census operations defined by IBGE, with physical limits identified in continuous areas and respecting the political and administrative division of Brazil (IBGE). In the methodological notes the decision to use 800 meters and the metric of the calculation of distances are explained in greater detail.
It is important to highlight that the geolocation of stations of Line 4 of the Metro and some stations of the TransOeste and TransOlímpica BRT routes were arbitrarily obtained using information from the sites of Metro Rio, BRT and Google Maps, since neither the transport’s digital network plan nor the exact latitude and longitude of the stations were found on official websites. The possibility of the rectification of data in the future is assumed should the digital network be made available by official bodies. The criteria adopted are explained in the methodological notes.
According to the PDTU of the State Government of Rio de Janeiro in RMRJ (the Metropolitan Region of Rio de Janeiro) two types of tickets are used:
>>Ordinary tickets, which correspond to the full fare in operation per trip on the chosen type of transport;
>>Integrated tickets (BUs), which allow the use of more than one transport/ modal service (integrated transport) within the same journey with a pre-determined price. In 2012 there were two categories of Integrated Ticket: BUC – Single Carioca Ticket (for use in Rio de Janeiro municipality); and BU – Single Inter-Municipal Ticket (covering RMRJ). Afterwards these were unified to cover all of RMRJ in the same manner. Nevertheless, according to the variations of type of transport used in a determined journey, two ceiling prices apply: R$3.95 just for integration between municipal buses of Rio de Janeiro and trains or ferries (RMRJ); and R$ 4.95 for all the other types of integrated transport” (GOVERNO DO ESTADO DO RIO DE JANEIRO, P.72, accessed in October 2016).
In relation to how much income is used, the calculation takes into account the value of the full fare in force for using the chosen modes of transport, the metro at R$4.10 and the BRT at R$3.80, during 22 working days and 8 weekend days. The return journey was always used, i.e., 44 trips during the week and 16 during the weekend, without the subvention of the single ticket or anything similar.
In relation to how much was spent on integrated transport, the BRT and the metro, the calculations were made based on the fare of R$7 with the same number of trips. The income of the surrounding areas was updated according to an approximation of variation of the Monthly Employment Report (IBGE) for Rio de Janeiro, as explained in the methodological notes.
In the analyses below it can be observed that inequality of access follows the lines of both the metro and the BRT and consequently the integration of these types of transport.
![Page 8: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/8.jpg)
8|INEQUALITY ON TRACKS AND WHEELS: A STUDY OF ACCESS TO THE CITY
Income Spent
2,1|--3,5(%)
3,5|--5,4(%)
5,4|--12,1(%)
12,1|--16,1(%)
16,1|--|25,7(%)
Source: IBGE e Banco Central do BrasilPrepared by: FGV/DAPP
TRACKS OF INEQUALITY
In the map below it can be seen that inequality of access follows the line of the metro in the direction of Pavuna. Residents of the primary zones of stations in the South Zone and part of the North Zone have greater possibilities of access and circulation in the city through the use of the metro.
Overview: Percentage of per capita monthly income spent using exclusively the metro during the week, by residents of the primary zones of metro stations
![Page 9: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/9.jpg)
9 | DEPARTMENT OF PUBLIC POLICY ANALYSIS
24
22
20
18
16
14
12
108
6
4
2
0
Gen
eral
O
sório
Siqu
eira
C
ampo
sC
arde
al
Arco
verd
e
Larg
o do
M
acha
do
Pres
iden
te
Vagr
gas
São
Fran
cisc
o Xa
vier
Can
taga
lo
Bota
fogo
Flam
engo
Cat
ete
Gló
ria
Cin
elân
dia
Car
ioca
Uru
guai
ana
Cen
tral
Praç
a O
nze
Está
cio
Afon
so P
ena
Saen
s Pe
na
Uru
guai
24
22
20
18
16
14
12
108
6
4
2
0
Bota
fogo
Flam
engo
Lgo.
do
Mac
hado
Cat
ete
Gló
ria
Cin
elân
dia
Car
ioca
Uru
guai
ana
Pres
. Var
gas
Cen
tral
Cid
ade
Nov
a
São
Cris
tóvã
o
Mar
acan
ã
Tria
gem
Mar
ia d
a G
raça
Nov
a Am
éric
a
Inha
úma
Thom
az C
oelh
o
Irajá
Col
égio
Coe
lho
Net
o
Acar
i
Pavu
naEn
g. R
uben
s Pa
iva
Vice
nte
de C
arva
lho
Enge
nho
da R
ainh
a
Spent during the week
Spent during the week
Spent at weekends
Spent at weekends
Line 01
Source: IBGE e Banco Central do Brasil Prepared by: FGV/DAPP
Line 02
Some primary zones have greater difficulty of access to the metro than others. Those living near Acari/Fazenda Botafogo would spend an average of 25.64% of their income if they used it during the week, in accordance with the parameters traced out in this study. Using it only at the weekend, they would spend 9.32% of their income
Per capita monthly income spent in the primary zones of metro stations using the metro exclusively (%)
![Page 10: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/10.jpg)
10|INEQUALITY ON TRACKS AND WHEELS: A STUDY OF ACCESS TO THE CITY
Line 04
Source: IBGE e Banco Central do Brasil Prepared by: FGV/DAPP
São Conrado Jardim OceânicoJardim de AlahAntero de QuentalN. Senhora da Paz
2,11
%
0,77
% 2,24
%
0,81
% 2,60
%
0,95
% 2,79
%
1,01
%
11,3
6%
4,13
%
Spent during the week Spent at weekends
As well as spending income, it has to be noted that there is an internal difference in average income within the primary zones of stations. These differences are shown in the following figures, where it is possible to observe maximum and minimum per capita income, along with the average income used to calculate how much was spent on transport. This exercise had the aim of verifying the internal differences of each primary zone.
It was thus shown that even near stations, where at first sight no difficulty could be observed in relation to the use of the metro, at a more reduced scale, census sectors can be found with greater or lesser possibilities of paying the full fare. This is the case, for example, of General Osório station, where income varies from R$16,236.02 to R$499.04.
![Page 11: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/11.jpg)
11 | DEPARTMENT OF PUBLIC POLICY ANALYSIS
Gen
eral
O
sório
Siqu
eira
C
ampo
s
Car
deal
Ar
cove
rde
Larg
o do
M
arch
ado
Pres
. Va
rgas
Afon
so
Pena
S. F
ranc
isco
Xavi
er
Can
taga
lo
Bota
fogo
Flam
engo
Cat
ete
Gló
ria
Cin
elân
dia
Car
ioca
Cen
tral
Pça.
Onz
e
Uru
guai
Saen
s Pe
na
Está
cio
Uru
guai
ana
4046
5
4216
2
4954
1
4094
8
4696
8
4338
8
3555
4
1990
7
1883
7
1563
1
1244
6
2211
8
3362
0
3229
6
4122
4
4240
0
4173
1885
1366 43
04
Number of resident of primary zones of metro stations (2010)
Line 01
Source: IBGEPrepared by: FGV/DAPP
Line 02
Bota
fogo
Flam
engo
Lgo.
do
Mac
hado
Cat
ete
Gló
ria
Cin
elân
dia
Car
ioca
Uru
guai
ana
Pres
. Var
gas
Cen
tral
Cid
ade
Nov
a
São
Cris
tóvã
o
Mar
acan
ã
Tria
gem
Mar
ia d
a G
raça
Nov
a Am
éric
a
Inha
úma
Irajá
Col
égio
Coe
lho
Net
o
Acar
i
Pavu
na
Eng.
Rub
ens
Paiv
a
Thom
az C
oelh
o
Vice
nte
de C
arva
lho
Enge
nho
da R
ainh
a
4696
8
4338
8
3555
419
907
1883
7
1563
1
1305
229
685
1516
6
3974
124
208
2024
9
3404
2
1861
424
014
2556
5
2717
4
1924
029
276
2957
712
566
4173
1885
1366 43
04
3598
There are stations with different demographic densities in their primary zones. It should be understood that some stations, despite the low demographic density, have labor positions and equipment for collective use near them. In this sense, a public policy focused on access to the city must take into account not only a concentration of residents, but also the offer of hospitals, museums and jobs, among others, in a certain place.
![Page 12: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/12.jpg)
12|INEQUALITY ON TRACKS AND WHEELS: A STUDY OF ACCESS TO THE CITY
1545
8
2940
9
1569
6
4727
2
1167
8
São Conrado Jardim OceânicoJardim de AlahAntero de QuentalN. Senhora da Paz
Line 04
Source: IBGEPrepared by: FGV/DAPP
![Page 13: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/13.jpg)
13 | DEPARTMENT OF PUBLIC POLICY ANALYSIS
Income spent Stations
1,1|--3,5(%) TransCarioca
3,5|--9,2(%) TransOeste
9,2|--13,4(%) TransOlímpica
13,4|--19,1(%)
19,1|--|35,4(%)
Source: IBGE e Banco Central do BrasilPrepared by: FGV/DAPP
The map below shows that inequality of access follows the BRT line in the West Zone and part of the North Zone of the city. The residents of the primary zones of stations in Barra da Tijuca have a greater possibility of access to and circulation in the city, considering just this form of transport.
We found that some primary zones have greater difficulty of accessing the BRT than others. Those living near Vila Paciência would spend an average of 35.28% of their income if they were to use during the week just the BRT as a means of transport. Using at weekends, they would spend 12.83%.
WHEELS OF INEQUALITY
Overview : Per capita monthly income spent using exclusively the BRT during the week(%)
![Page 14: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/14.jpg)
14|INEQUALITY ON TRACKS AND WHEELS: A STUDY OF ACCESS TO THE CITY
Lour
enço
Jorg
e
Via
Parq
ue
Rede
Sar
ah
Rio
2
Pedr
o C
orre
ia
Cur
icic
a
Arro
io P
avun
a
Vila
Sap
ê - I
VC
ente
nário
Div
ina
Prov
idên
cia
Term
inal
Ban
deira
Br
asil
Term
inal
Mes
tre
Can
deia
Pça.
do
Band
olim
Sta.
Efig
ênia
Mer
k
Andr
é Ro
cha
Arac
y C
abra
l
Tanq
ue
Ipas
e
Pça.
Sec
a
Cap
itão
Men
ezes
Taqu
ara
Reca
nto
das
Palm
eira
s
Aero
port
o de
Ja
caré
pagu
á
Cen
tro
Met
ropo
litan
o
40
35
30
25
20
15
10
5
0
40
35
30
25
20
15
10
5
0
Pint
o Te
les
Cam
pinh
o
Mad
urei
ra
Mer
cadã
o
Ota
vian
o
Vila
Que
iroz
Vaz
Lobo
Mar
amba
ia
Vila
Kos
mos
Pedr
o Ta
ques
Pça.
do
Car
mo
Gua
poré
Penh
a 2
Penh
a 1
Ibia
pina
Sant
a Lu
zia
Mar
é
Term
inal
Pau
lo
da P
orte
la
Vice
nte
de
Car
valh
o (B
RT)
Past
or Jo
sé S
anto
s
Ola
ria -
Cac
ique
de
Ram
os
Gal
eão
- Tom
Jo
bim
2G
aleã
o - T
om
Jobi
m 1
Car
doso
de
Mor
aes
Term
inal
Fun
dão
Spent on week days
Spent on week days
Spent at weekends
Spent at weekends
Percentage of per capita monthly income spent in the primary zones of BRT stations using exclusively the BRT (%)
TransCarioca part 01
TransCarioca part 02
Source IBGE e Banco Central do Brasil Prepared by: FGV/DAPP
![Page 15: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/15.jpg)
15 | DEPARTMENT OF PUBLIC POLICY ANALYSIS
40
35
30
25
20
15
10
5
0
Term
inal
Sa
nta
Cru
z
Gas
tão
Rang
el
Caj
ueiro
s
Cur
ral F
also
Sant
a Ve
ridia
na
Vend
as
de V
aran
da
Ping
o D
’águ
a
Mag
arça
Embr
apa
Cte
x
Ilha
de G
uara
tiba
Pont
al
Not
re D
ame
Reca
nto
das
Gar
ças
Recr
eio
Shop
ping
Nov
a Ba
rra
Benv
indo
de
Nov
aes
Gen
eral
Olím
pio
Mat
o Al
to
Dom
Bos
co
Gui
omar
Nov
aes
Gilk
a M
acha
do
40
35
30
25
20
15
10
5
0
Term
inal
C
ampo
Gra
nde
Gra
mad
oC
ândi
do
Mag
alhã
esPa
rque
da
Espe
ranç
aPi
na R
ange
lSã
o Jo
rge
Ana
Gon
zaga
Inho
aíba
Icur
ana
Cos
mos
Parq
ue S
ão P
aulo
Julia
Mig
uel
31 d
e ou
tubr
oC
esar
inho
Três
Pon
tes
Ces
arão
II
Ces
arão
I
Pref
eiro
Al
im P
edro
Vila
r Car
ioca
Sant
a Eu
gêni
a
Vila
Pac
iênc
ia
Ces
arão
III
Source: IBGE e Banco Central do Brasil Prepared by: FGV/DAPP
TransOeste part 01
TransOeste part 02
Spent on week days Spent at weekends
Spent on week days Spent at weekends
![Page 16: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/16.jpg)
16|INEQUALITY ON TRACKS AND WHEELS: A STUDY OF ACCESS TO THE CITY
40
35
30
25
20
15
10
5
0
Gla
ucio
Gil
Gel
son
Fons
eca
Salv
ador
Alle
nde
Pont
ões
Barr
aSul
Pedr
a de
Ita
úna
Inte
rlago
s
Gol
fe O
límpi
co
Riom
ar
Amér
icas
Par
k
Nov
o Le
blon
Bosq
ue d
a Ba
rra
Alvo
rada
Ter
min
al
Parq
ue d
as R
osas
Rica
rdo
Mar
inho
Rivi
era
Bosq
ue M
arap
endi
Term
inal
Jard
im
Oce
ânic
o
Gui
gnar
d
Sant
a M
ônic
a Ja
rddi
ns
Barr
aSho
ppin
g
Afrâ
nio
Cos
ta
Paul
o M
alta
Re
zend
e
40
35
30
25
20
15
10
5
0
Term
inal
Pa
ralím
pico
Rec
reio
Tape
buia
s
Ilha
Pura
Olo
f Pal
me
Rioc
entr
o
Mor
ro d
o O
utei
ro
Cen
tro
Olím
pico
Parq
ue O
límpi
co
(Abe
lard
o Bu
eno)
Asa
Bran
ca
Leila
Din
iz
Vent
ura
Col
ônia
Boiú
na
Mar
echa
l Fo
nten
elle
Mag
alhã
es B
asto
s
Vila
Mili
tar
Cat
edra
l
Min
ha P
raia
Out
eiro
San
to
Term
inal
Sul
acap
Padr
e Jo
ão
Crib
bin
TransOeste part 03
TransOlímpica
Source: IBGE e Banco Central do Brasil Prepared by: FGV/DAPP
Spent on week days Spent at weekends
Spent on week days Spent at weekends
![Page 17: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/17.jpg)
17 | DEPARTMENT OF PUBLIC POLICY ANALYSIS
16000
14000
12000
10000
8000
6000
4000
2000
0
Cen
tro
Met
ropo
litan
o
Rio
2
Cur
icic
a
Arro
io P
avun
a
Vila
Sap
ê - I
VC
ente
nário
Div
ina
Prov
idên
cia
Term
inal
Ban
deira
Br
asil
Term
inal
Mes
tre
Can
deia
Pça.
do
Band
olim
Sta.
Efig
ênia
Mer
k
Andr
é Ro
cha
Arac
y C
abra
l
Tanq
ue
Ipas
e
Pça.
Sec
a
Cap
itão
Men
ezes
Taqu
ara
Reca
nto
das
Palm
eira
s
Rede
Sar
ah
Pedr
o C
orre
ia
16000
14000
12000
10000
8000
6000
4000
2000
0
Pint
o Te
les
Cam
pinh
o
Mad
urei
ra
Mer
cadã
o
Ota
vian
o
Vila
Que
iroz
Vaz
Lobo
Mar
amba
ia
Vila
Kos
mos
Pedr
o Ta
ques
Pça.
do
Car
mo
Gua
poré
Penh
a 2
Ibia
pina
Sant
a Lu
zia
Mar
é
Term
inal
Pau
lo
da P
orte
la
Vice
nte
de
Car
valh
o (B
RT)
Past
or Jo
sé
Sant
os
Ola
ria -
Cac
ique
de
Ram
os
Gal
eão
- Tom
Jo
bim
2
Car
doso
de
Mor
aes
Average per capita income Maximum per capita income Minimum per capita income
Highest and lowest per capita monthly income and average per capita monthly incomes in the primary zones of BRT stations
TransCarioca part 01
TransCarioca part 02
Source: IBGE e Banco Central do Brasil Prepared by: FGV/DAPP
Average per capita income Maximum per capita income Minimum per capita income
In the following figures the maximum and minimum per capita income, together with the average income used in the calculation of the amount spent, can be observed. In the Recreio Shopping station there is a variation of income between R$6,509.07 and R$629.16. For this reason, it is necessary to observe two scales in the primary zones, one macro and one micro.
![Page 18: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/18.jpg)
18|INEQUALITY ON TRACKS AND WHEELS: A STUDY OF ACCESS TO THE CITY
16000
14000
12000
10000
8000
6000
4000
2000
0
Term
inal
C
ampo
Gra
nde
Gra
mad
o
Cân
dido
M
agal
hães
Parq
ue d
a Es
pera
nça
Pina
Ran
gel
São
Jorg
e
Ana
Gon
zaga
Inho
aíba
Icur
ana
Cos
mos
Parq
ue S
ão P
aulo
Julia
Mig
uel
31 d
e ou
tubr
o
Ces
arin
ho
Três
Pon
tes
Ces
arão
II
Ces
arão
I
Pref
eiro
Al
im P
edro
Vila
r Car
ioca
Sant
a Eu
gêni
a
Vila
Pac
iênc
ia
Ces
arão
III
16000
14000
12000
10000
8000
6000
4000
2000
0
Term
inal
Sa
nta
Cru
z
Gas
tão
Rang
el
Caj
ueiro
s
Cur
ral F
also
Sant
a Ve
ridia
na
Vend
as
de V
aran
da
Ping
o D
’águ
a
Mag
arça
Embr
apa
Ilha
de G
uara
tiba
Pont
al
Not
re D
ame
Reca
nto
das
Gar
ças
Recr
eio
Shop
ping
Nov
a Ba
rra
Benv
indo
de
Nov
aes
Gen
eral
Olím
pio
Dom
Bos
co
Gui
omar
Nov
aes
Gilk
a M
acha
do
Source: IBGE e Banco Central do Brasil Prepared by: FGV/DAPP
TransOeste part 01
TransOeste part 02
Average per capita income Maximum per capita income Minimum per capita income
Average per capita income Maximum per capita income Minimum per capita income
![Page 19: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/19.jpg)
19 | DEPARTMENT OF PUBLIC POLICY ANALYSIS
16000
14000
12000
10000
8000
6000
4000
2000
0
Gla
ucio
Gil
Gel
son
Fons
eca
Salv
ador
Alle
nde
Pont
ões
Barr
aSul
Pedr
a de
Ita
úna
Inte
rlago
s
Gol
fe O
límpi
co
Riom
ar
Amér
icas
Par
k
Nov
o Le
blon
Bosq
ue d
a Ba
rra
Alvo
rada
Ter
min
al
Parq
ue d
as R
osas
Rica
rdo
Mar
inho
Rivi
era
Bosq
ue M
arap
endi
Term
inal
Jard
im
Oce
ânic
o
Gui
gnar
d
Sant
a M
ônic
a Ja
rddi
ns
Barr
aSho
ppin
g
Afrâ
nio
Cos
ta
Paul
o M
alta
Re
zend
e
16000
14000
12000
10000
8000
6000
4000
2000
0
Term
inal
Pa
ralím
pico
Rec
reio
Tape
buia
s
Ilha
Pura
Rioc
entr
o
Mor
ro d
o O
utei
ro
Cen
tro
Olím
pico
Parq
ue O
límpi
co
(Abe
lard
o Bu
eno)
Asa
Bran
ca
Leila
Din
iz
Vent
ura
Col
ônia
Boiú
na
Mar
echa
l Fo
nten
elle
Mag
alhã
es B
asto
s
Vila
Mili
tar
Cat
edra
l
Min
ha P
raia
Out
eiro
San
to
Term
inal
Sul
acap
Padr
e Jo
ão
Crib
bin
TransOeste part 03
TransOlímpica
Source: IBGE e Banco Central do Brasil Prepared by: FGV/DAPP
Average per capita income Maximum per capita income Minimum per capita income
Average per capita income Maximum per capita income Minimum per capita income
Also observed was the number of residents around the station, as was also done in relation to the BRT.
![Page 20: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/20.jpg)
20|INEQUALITY ON TRACKS AND WHEELS: A STUDY OF ACCESS TO THE CITY
Lour
enço
Jorg
e0 0 0 56
3
6924
6629
6645
1432
8
8908
4877
1189
6
9803
6482
1454
0
5014
5767
1778
5
1505
1
1154
6
69
2485
1456 26
58
Via
Parq
ue
Rede
Sar
ah
Rio
2
Pedr
o C
orre
ia
Cur
icic
a
Arro
io P
avun
aVi
la S
apê
- IV
Cen
tená
rio
Div
ina
Prov
idên
cia
Term
inal
Ban
deira
Br
asil
Term
inal
Mes
tre
Can
deia
Pça.
do
Band
olim
Sta.
Efig
ênia
Mer
k
Andr
é Ro
cha
Arac
y C
abra
l
Tanq
ue
Ipas
e
Pça.
Sec
a
Cap
itão
Men
ezes
Taqu
ara
Reca
nto
das
Palm
eira
s
Aero
port
o de
Ja
caré
pagu
á
Cen
tro
Met
ropo
litan
o
2869
0001164
615
839
8806
1112
2
1535
8
1297
0
1777
118
564
1508
025
297
2350
121
155
1857
515
215
1780
4
1397
6
2790
8
2353
6
1387
7
4511
5763
Pint
o Te
les
Cam
pinh
o
Mad
urei
ra
Mer
cadã
o
Ota
vian
o
Vila
Que
iroz
Vaz
Lobo
Mar
amba
ia
Vila
Kos
mos
Pedr
o Ta
ques
Pça.
do
Car
mo
Gua
poré
Penh
a 2
Penh
a 1
Ibia
pina
Sant
a Lu
zia
Mar
é
Term
inal
Pau
lo
da P
orte
la
Vice
nte
de
Car
valh
o (B
RT)
Past
or Jo
sé
Sant
os
Ola
ria -
Cac
ique
de
Ram
os
Gal
eão
- Tom
Jo
bim
2
Gal
eão
- Tom
Jo
bim
1
Car
doso
de
Mor
aes
Term
inal
Fun
dão
691
Number of residents in the primary zones of BRT stations (2010)
TransCarioca part 01
TransCarioca part 02
Source: IBGE Prepared by: FGV/DAPP
![Page 21: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/21.jpg)
21 | DEPARTMENT OF PUBLIC POLICY ANALYSIS
Term
inal
C
ampo
Gra
nde
Gra
mad
o
Cân
dido
M
agal
hães
Parq
ue d
a Es
pera
nça
Pina
Ran
gel
São
Jorg
e
Ana
Gon
zaga
Inho
aíba
Icur
ana
Cos
mos
Parq
ue S
ão P
aulo
Julia
Mig
uel
31 d
e ou
tubr
o
Ces
arin
ho
Três
Pon
tes
Ces
arão
II
Ces
arão
I
Pref
eiro
Al
im P
edro
Vila
r Car
ioca
Sant
a Eu
gêni
a
Vila
Pac
iênc
ia
Ces
arão
III
1934
2849
3231
1122
3
5092
4150
1187
1
7126
9624
1373
9
9341
1034
3
7103
8012
7782
6838
7400
4220
7796
7235
3792
3761
Term
inal
Sa
nta
Cru
z
Gas
tão
Rang
el
Caj
ueiro
s
Cur
ral F
also
Sant
a Ve
ridia
na
Vend
as
de V
aran
da
Ping
o D
’águ
a
Mag
arça
Embr
apa
Cte
x
Ilha
de G
uara
tiba
Pont
al
Not
re D
ame
Reca
nto
das
Gar
ças
Recr
eio
Shop
ping
Nov
a Ba
rra
Benv
indo
de
Nov
aes
Gen
eral
Olím
pio
Mat
o Al
to
Dom
Bos
co
Gui
omar
Nov
aes
Gilk
a M
acha
do
1967
1799
1793
2440
2600
1846
1333
366
875
487
0 07348
8973
1324
3
6503
7201
4228
5095
6061
4573
4702
Source: IBGE Prepared by: FGV/DAPP
TransOeste part 01
TransOeste part 02
![Page 22: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/22.jpg)
22|INEQUALITY ON TRACKS AND WHEELS: A STUDY OF ACCESS TO THE CITY
Gla
ucio
Gil
Gel
son
Fons
eca
Salv
ador
Alle
nde
Pont
ões
Barr
aSul
Pedr
a de
Ita
úna
Inte
rlago
s
Gol
fe O
límpi
co
Riom
ar
Amér
icas
Par
k
Nov
o Le
blon
Bosq
ue d
a Ba
rra
Alvo
rada
Ter
min
al
Parq
ue d
as R
osas
Rica
rdo
Mar
inho
Rivi
era
Bosq
ue M
arap
endi
Term
inal
Jard
im
Oce
ânic
o
Gui
gnar
d
Sant
a M
ônic
a Ja
rddi
ns
Barr
aSho
ppin
g
Afrâ
nio
Cos
ta
Paul
o M
alta
Re
zend
e
2921
639
396
159 93
6 2111 32
59
678 16
88
1459
6811
6798
4722
8014
8389
6462
3992
5404
4347
6604
1928
5
1368
7
Term
inal
Pa
ralím
pico
Rec
reio
Tape
buia
s
Ilha
Pura
Olo
f Pal
me
Rioc
entr
o
Mor
ro d
o O
utei
ro
Cen
tro
Olím
pico
Parq
ue O
límpi
co
(Abe
lard
o Bu
eno)
Asa
Bran
ca
Leila
Din
iz
Vent
ura
Col
ônia
Boiú
na
Mar
echa
l Fo
nten
elle
Mag
alhã
es B
asto
s
Vila
Mili
tar
Cat
edra
l
Min
ha P
raia
Out
eiro
San
to
Term
inal
Sul
acap
Padr
e Jo
ão
Crib
bin
1853
478 19
37 3495
2366
1252 29
52
2551
717
05566
3970
6121
1026
2
1141
7
5942
7511
1668
2
6508
1334
092
12
TransOeste part 03
TransOlímpica
Source: IBGE Prepared by: FGV/DAPP
![Page 23: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/23.jpg)
23 | DEPARTMENT OF PUBLIC POLICY ANALYSIS
Income spent Stations
2|--6,1(%) TransCarioca
6,1|--16(%) TransOeste
16|--23,1(%) TransOlímpica
23,1|--32,7(%) Metrô
32,7|--|65,1(%)
In relation to the integration of the BRT with the metro, the inequality of access is concentrated in the West Zone and the North Zone in the direction of Pavuna. The residents of the primary zones of South Zone stations, part of the North Zone, and Barra da Tijuca have greater possibilities of access and circulation in the city with the integration of the two types of transport.
Source: IBGE e Banco Central do BrasilPrepared by: FGV/DAPP
It was found that some primary zones have greater difficulty of access to the use of the integrated transport. Those living around Vila Paciência would spend 64.98% of their income if they used the integration during the week to access the BRT and metro lines.
Overview: Percentage of the per capita monthly income spent using the integrated transport of the metro and the BRT during the week
UNEQUAL INTEGRATION
![Page 24: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/24.jpg)
24|INEQUALITY ON TRACKS AND WHEELS: A STUDY OF ACCESS TO THE CITY
40
35
30
25
20
15
10
5
0
Gen
eral
O
sório
Siqu
eira
C
ampo
s
Car
deal
Ar
cove
rde
Larg
o do
M
arch
ado
Pres
. Var
gas
Afon
so P
ena
S. F
ranc
isco
Xavi
er
Can
taga
lo
Bota
fogo
Flam
engo
Cat
ete
Gló
ria
Cin
elân
dia
Car
ioca
Cen
tral
Pça.
Onz
e
Uru
guai
Saen
s Pe
na
Está
cio
Uru
guai
ana
40
35
30
25
20
15
10
5
0
Bota
fogo
Flam
engo
Lgo.
do
Mac
hado
Cat
ete
Gló
ria
Cin
elân
dia
Car
ioca
Uru
guai
ana
Pres
. Var
gas
Cen
tral
Cid
ade
Nov
a
São
Cris
tóvã
o
Mar
acan
ã
Tria
gem
Mar
ia d
a G
raça
Nov
a Am
éric
aIn
haúm
a
Irajá
Col
égio
Coe
lho
Net
oAc
ari
Pavu
naEn
g. R
uben
s Pa
iva
Thom
az C
oelh
o
Vice
nte
de C
arva
lho
Enge
nho
da R
ainh
a
Spent on weekdays Spent at weekends
Per capita monthly income spent in metro stations with the use of integrated transport (%)
Line 01
Line 02
Source: IBGE e Banco Central do Brasil Prepared by: FGV/DAPP
Spent on weekdays Spent at weekends
![Page 25: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/25.jpg)
25 | DEPARTMENT OF PUBLIC POLICY ANALYSIS
São Conrado Jardim OceânicoJardim de AlahAntero de QuentalN. Senhora da Paz
3,60
%
1,31
%
3,83
%
1,39
% 4,44
%
1,61
% 4,46
%
1,62
%
19,3
9%
7,03
%
Line 04
Source: IBGE e Banco Central do Brasil Prepared by: FGV/DAPP
Spent on weekdays Spent at weekends
![Page 26: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/26.jpg)
26|INEQUALITY ON TRACKS AND WHEELS: A STUDY OF ACCESS TO THE CITY
70
60
50
40
30
20
10
0
Lour
enço
Jorg
e
Via
Parq
ue
Rede
Sar
ah
Rio
2
Pedr
o C
orre
ia
Cur
icic
a
Arro
io P
avun
aVi
la S
apê
- IV
Cen
tená
rio
Div
ina
Prov
idên
cia
Term
inal
Ban
deira
Br
asil
Term
inal
Mes
tre
Can
deia
Pça.
do
Band
olim
Sta.
Efig
ênia
Mer
kAn
dré
Roch
a
Arac
y C
abra
l
Tanq
ue
Ipas
ePç
a. S
eca
Cap
itão
Men
ezes
Taqu
ara
Reca
nto
das
Palm
eira
s
Aero
port
o de
Ja
caré
pagu
á
Cen
tro
Met
ropo
litan
o
70
60
50
40
30
20
10
0
Pint
o Te
les
Cam
pinh
o
Mad
urei
raM
erca
dão
Ota
vian
oVi
la Q
ueiro
zVa
z Lo
boM
aram
baia
Vila
Kos
mos
Pedr
o Ta
ques
Pça.
do
Car
mo
Gua
poré
Penh
a 2
Penh
a 1
Ibia
pina
Sant
a Lu
zia
Mar
é
Term
inal
Pau
lo
da P
orte
la
Vice
nte
de
Car
valh
o (B
RT)
Past
or Jo
sé
Sant
os
Ola
ria -
Cac
ique
de
Ram
os
Term
inal
Fun
dão
Gal
eão
- Tom
Jo
bim
2G
aleã
o - T
om
Jobi
m 1
Car
doso
de
Mor
aes
TransCarioca part 02
Per capita monthly income spent in the BRT stations with the use of integrated transport(%)
TransCarioca part 01
Source: IBGE e Banco Central do Brasil Prepared by: FGV/DAPP
Spent on weekdays Spent at weekends
Spent on weekdays Spent at weekends
![Page 27: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/27.jpg)
27 | DEPARTMENT OF PUBLIC POLICY ANALYSIS
70
60
50
40
30
20
10
0
Term
inal
C
ampo
Gra
nde
Gra
mad
oC
ândi
do
Mag
alhã
esPa
rque
da
Espe
ranç
aPi
na R
ange
lSã
o Jo
rge
Ana
Gon
zaga
Inho
aíba
Icur
ana
Cos
mos
Parq
ue S
ão P
aulo
Julia
Mig
uel
31 d
e ou
tubr
o
Ces
arin
ho
Três
Pon
tes
Ces
arão
II
Ces
arão
I
Pref
eiro
Al
im P
edro
Vila
r Car
ioca
Sant
a Eu
gêni
a
Vila
Pac
iênc
ia
Ces
arão
III
70
60
50
40
30
20
10
0
Term
inal
Sa
nta
Cru
z
Gas
tão
Rang
el
Caj
ueiro
sC
urra
l Fal
soSa
nta
Verid
iana
Vend
as
de V
aran
da
Ping
o D
’águ
a
Mag
arça
Embr
apa
Cte
x
Ilha
de G
uara
tiba
Pont
al
Not
re D
ame
Reca
nto
das
Gar
ças
Recr
eio
Shop
ping
Nov
a Ba
rra
Benv
indo
de
Nov
aes
Gen
eral
Olím
pio
Mat
o Al
to
Dom
Bos
co
Gui
omar
Nov
aes
Gilk
a M
acha
do
TransOeste part 01
Source: IBGE e Banco Central do Brasil Prepared by: FGV/DAPP
TransOeste part 02
Spent on weekdays Spent at weekends
Spent on weekdays Spent at weekends
![Page 28: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/28.jpg)
28|INEQUALITY ON TRACKS AND WHEELS: A STUDY OF ACCESS TO THE CITY
70
60
50
40
30
20
10
0
Gla
ucio
Gil
Gel
son
Fons
eca
Salv
ador
Alle
nde
Pont
ões
Barr
aSul
Pedr
a de
Ita
úna
Inte
rlago
sG
olfe
Olím
pico
Riom
ar
Amér
icas
Par
k
Nov
o Le
blon
Bosq
ue d
a Ba
rra
Alvo
rada
Ter
min
al
Parq
ue d
as R
osas
Rica
rdo
Mar
inho
Rivi
era
Bosq
ue M
arap
endi
Term
inal
Jard
im
Oce
ânic
o
Gui
gnar
d
Sant
a M
ônic
a Ja
rddi
ns
Barr
aSho
ppin
g
Afrâ
nio
Cos
ta
Paul
o M
alta
Re
zend
e
70
60
50
40
30
20
10
0
Term
inal
Pa
ralím
pico
Rec
reio
Tape
buia
sIlh
a Pu
raO
lof P
alm
eRi
ocen
tro
Mor
ro d
o O
utei
ro
Cen
tro
Olím
pico
Parq
ue O
límpi
co
(Abe
lard
o Bu
eno)
Asa
Bran
ca
Leila
Din
iz
Vent
ura
Col
ônia
Boiú
na
Mar
echa
l Fo
nten
elle
Mag
alhã
es B
asto
s
Vila
Mili
tar
Cat
edra
l
Min
ha P
raia
Out
eiro
San
to
Term
inal
Sul
acap
Padr
e Jo
ão
Crib
bin
TransOlímpica
Source: IBGE e Banco Central do Brasil Prepared by: FGV/DAPP
TransOeste part 03
Spent on weekdays Spent at weekends
Spent on weekdays Spent at weekends
![Page 29: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/29.jpg)
29 | DEPARTMENT OF PUBLIC POLICY ANALYSIS
INITIAL REFLECTIONS AND CONSIDERATIONS ABOUT
THE STUDY PRESENTED
Below is a summary of selected good practices which can support the reflection:
SeattleProgram: Orca Lift Types: bus, monorail; ferry; tram>>Differentiated fares for the metropolitan region and for the city center;>>Reduced fares for those on low incomes are of equal value for both regions; >>Young people have access to the reduced fare; the elderly pay a differentiated fare (cheaper than the reduced fare); >>Different fares for peak times; >>Criteria of eligibility based on income; >>Uses participation in social programs to select the population eligible for the discount.
Berlim Program: Berlin-Ticket SType: metro>>There exist three different levels of proportional fares; >>Children and young people have reduced fares; >>Access to social fares is also extended to dependents of people who are part of the programs entitled to the reduced monthly pass; >>Students pay reduced fares; >>The social pass is monthly; refugees also have access to the social fares; >>Access is guaranteed by participation in governmental social assistance and employment seeking programs.
LondonProgram: Jobcentre Plus Travel DiscountType: metro>>The discount is only available for monthly passes; >>The discount can be extended to dependent children aged between 11 and 15. >>Weekly, monthly, or quarterly passes can be purchased; >>The discount is given to people who are looking for employment in a period which varies from three months to one year; >>The age of the beneficiary influences the time that the discount will be available for; >>Requires joining a public employment agency; >>Fares proportional to the distance travelled divided by zone (the transport goes beyond the urban perimeter of the city).
PortlandProgram: Access TransitTypes: bus; metro; tram>>A system funded by counterparts made by the transport company; >>There is an association with the tertiary sector to select beneficiaries; >>The institution which purchases tickets for a determined low income public has access to a grant to acquire more tickets.
São PauloProgram: Special Ticket for Unemployed Workers;Types: metro;>>Ticket with validity for 90 days for the unemployed; >>To obtain the benefit individuals have to present proof of the termination of their labor contract in the administrative station of the metro; the request can be made up to six months after the termination of the contract; >>The pass is only valid for loss of jobs without just cause.
![Page 30: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/30.jpg)
30|INEQUALITY ON TRACKS AND WHEELS: A STUDY OF ACCESS TO THE CITY
Horizontal Equity Discussion: The use of transport considering cost, types, and distances coveredWho benefits? Users who travel short distancesDisadvantages: Penalizes those who travel long distances, whose tickets have a higher costPlaces which use it: London, Berlin, Seattle
Vertical equity, considering special needs Discussion: Related to the accessibility of people who do not drive and who have disabilities Who benefits? Physically disabled, the elderly, children, people in search of employment, studentsDisadvantages: Benefits only part of the population which necessitates excluding low income individuals Places which use it: Seattle, São Paulo, London
Vertical equity, considering income and social classDiscussion: Costs, income, and social class Who benefits? Low income users Disadvantages: The fare is subsidized and someone has to pay for the costPlaces which use it: Seattle, San Francisco, Berlin
Despite not being a study about fares, some points stand out. According to Litman (2002), fare equity can be separated in three large groups:
![Page 31: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/31.jpg)
31 | DEPARTMENT OF PUBLIC POLICY ANALYSIS
The study needs to be expanded in order to identify the best measures that can facilitate the access of people who live in primary zones and who spend large parts of their income on public transport. Also necessary is an analysis of the census sectors which compose all the primary zones to investigate the internal differences in the possibility of access to these forms of transport, taking into account the disparities in income which exist internally in each one sector.
In other words, the system cannot penalize its users. Irrespective of the places they live in, it is necessary to have a macro and micro focus on all stations. For this it is essential to understand the fare system and the social dynamics of the city, especially around each station of each type of transport, as well as the functioning and use of the system as a whole.
>>Area of Residence:
>>Income (IPEA poverty line multiplied)
>> Time of access (reduced fare outside rush hour)
>>Registration with a special card (such as a single ticket linked to CPF, but also linked to IPTU, or proof of residence)
>>Use of existing databases to avoid extra costs (Single Registration) Annual validity of the special card
>>Introduction of social fare over time (for three months, at the weekend, during the week at specific reduced times, and progressively increasing the time between the integrated transport and the types of transport involved, etc.)
In the examples above, it can be observed that many of the cases studied used mixed models of equity. A reduced fare program for regions distant from the urban center can use a combination of criteria for the concession of fare reductions in a complementary manner, such as:
PRELIMINARY CONCLUSIONS
![Page 32: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/32.jpg)
32|INEQUALITY ON TRACKS AND WHEELS: A STUDY OF ACCESS TO THE CITY
This is an initial study which had the aim making possible access to equipment for collective use. It was not intended to observe how the fares of the forms of transport analyzed here were established, state subventions, the financial equilibrium of contracts, or operational costs and the gratuities established. These will be addressed in a second phase of this study where it is intended to: 1. Understand how fares are established for the different types of transport, the gratuities involved, and the form of financial equilibrium of the contracts.
2. Understand in detail the subvention granted by the state.
3. Gain access to the matrix with the origin and destination of the forms of transport, understand the particularity of users, as well as the residents of the primary zones.
4. Study possibilities for additional incomes for the financing of the system.
5. Propose new forms of fares which can help the circulation of individuals using high capacity transport.
It should be stressed that the research only used public databases, released by official agencies, as described in the references.
1. Census Sectors Belonging to a Station (primary zone)To determine the primary zone of each metro or BRT station the criterion adopted was a radius of 800 meters distance from the centroid of the census sector(s) around each station. This signifies that for each census sector to be included in what we call the primary zone of a determined metro station, the central point of the census sector had to be within 800 meters of the central point of the station.This criterion was adopted observing different conventions of urban planning for high capacity transport stations. The first observed was endorsed by ITDP, namely:
“The area of the station is understood as the surrounding within a reasonable walking distance of the said high capacity transport station. We recommend using a distance of 1 kilometer to define the limits of the TOD primary zone, in other words a trajectory on foot of 20 minutes to the final destination, at an average walking speed of 3 kph (including here delays at crossings), though the time/distance of the walk for the purposes of analysis is left to the criteria of users” (ITDP, 2013, p.30).
PRÓXIMOS PASSOS
METHODOLOGICAL NOTES
![Page 33: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/33.jpg)
33 | DEPARTMENT OF PUBLIC POLICY ANALYSIS
Other references generally use the distance of half a mile, the equivalent of 805 meters distance, to reach collective points of transport, such as a bus, and 1km to the metro. According to Daniels and Mulley (2011, p.2):
“In delivering public transport accessibility goals and targets, service planning makes assumptions about walk distance to access public transport. Guidelines often use ¼ mile or 400 m, or multiples such as ½ mile or 800 m, as key distances in network and service planning.”
Similarly, Vuchic (2005) noted that adopting 800 meters is consistent with research about moving to get collective transport, especially high capacity transport such as the metro and BRT. According to the bibliographic survey presented in an article by Maranhão and Santos (2014) in XXVIII ANPET (National Congress of Research and Teaching in Transport):
“Vuchic (2005) states that the willingness of possible passengers to walk, or use other means of feeding the system, to the station depends on the quality of the system on tracks, the distance of the rail journey, and the conditions of the voyage in other modes of transport. He also analyzes that for the use of public transport potential users at a distance of up to 400 meters will use the system; between 400 and 800 meters, the number of users captured by the station falls gradually. Kuby et al. (2004) carried out extensive bibliographic research about the distances walked to VLT stations and concluded that, to be consistent with the most recent research and to encompass the average values already used in the literature, what was most coherent was to adopt the distance of half a mile (805 meters). In another study, Cervero (1993) carried out field researchs, reaching the conclusion that in residential regions in the area limited to 805 meters, the train was responsible for, on average, 15% of the journeys undertaken; in office regions, for the same proportion, the distance was approximately 150 meters. Cevero also stated that the distances walked can be increased to the extent that more interesting and pleasant paths are created. Stringham (1982) defined that the circle of impact of suburban stations is a radius of 1200 meters, and also stated that this measure can vary based on the level of service of the system, principally the distance of the journey and the interval between departures, if compared to other conventional modes of transport” (Maranhão and Santos, 2014).
Furthermore, according to the Institute for Transport Policy and Development (IPTD):
“The more people live close to mid and high capacity transport stations, the better it is to access goods and services. ITDP considers reasonable the distance of 1 km, covered in a walk of between 10 to 15 minutes, for users to have access to mid and high capacity transport (BRT, metro, trains, and VLT), capable of attracting and maintaining users of mid and high capacity transport and reducing dependency on the automobile.” (IDTP, 2016) Moreover, the urban area accessible from a high capacity transport station through non-motorized movement is a maximum of 10 minutes, which is equivalent to 600 meters in the 10 minutes. This distance has been simplified in the literature to the interval between 400 and 800 meters. The first limit (400 meters) is a factor of demand of the station in relation to the number of work positions, while the second limit (800 m) shows the demand of the station in relation to living near the station (Guerra et al., 2012).
Thus, for the purposes of the study carried out here, since the measure used was the centroids of the census sectors in relation to the central point of stations, a measure of 800 meters was adopted which covered distance both greater and lower than used. This is because the center of the census sector can be far from its borders depending on its size. Thus, as a measure of prudence we believe that 800 meters is the best distance to be adopted for the case in question.
2. Updating of Average IncomeThe updating of income measured in the 2010 Census (IBGE) to 2016 is a result for an approximation of the variation of the Monthly Employment Research (IBGE) for Rio de Janeiro. An index was generated for the nominal average and median variation of income for the principal employment of people aged 10 and over for the period between July 2010 (based month) and February 2016. The variation index found was the value used to multiply the 2010 income and in this form, update its value to 2016. February was the last month found in the database.
3. Price of Fare and number of journeys The calculation took into account the value of the fare of R$4.10 for the metro and R$3.80 for the BRT, on 22 working days and 8 weekend days. A return journey was always calculated, in other words, 44 journeys during the week and 16 at the weekend, without the subvention of the single ticket or anything similar. Also taken into account in the calculation, was the use of integrated modes of transport with a fare of R$7.00, and the same number of journeys during the week and at the weekend.
![Page 34: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/34.jpg)
34|INEQUALITY ON TRACKS AND WHEELS: A STUDY OF ACCESS TO THE CITY
IIMPORTANT: Although the increase in the metro fare occurred in April 2016 and that of the integrated fare was announced in September, income was updated to February 2016, since this was the most recent available official data. Therefore, this incongruity was found and the adjustment was taken to be the annual fare increase, both for the metro and for the integrated transport, since these are not adjusted twice a year. The BRT and bus fares were increased in January which does not have an impact on the calculations. This was done to approximate the calculation of the amount spent as much as possible to the current reality, using for this the most recent data available.
4. Metric Used to Calculate Distances The study adopted the perspective of transport users and the methodology was prepared thinking of individuals, taking as the fundamental starting point each census sector of the city.
The algorithm to find the closest station adopted as the first step calculating the centroid (a type of geometric center) of each census sector. Once the centroid is calculated the closest station to this central point is found, as well as if this distance is greater or less than 800 meters. In this way, the primary zone of each station is determined.
It should be noted that with the methodology adopted there are stations without a primary zone. Although part of the census sector is close to the station, the centroid is not, with the census sector belonging to another primary zone. This is the case of the Penha 1 BRT station on the TransCarioca line.
In addition, it should be pointed out that some stations are not configured in the structure of the primary zone, due to the simple fact that there exist few sectors around them and the centroids are not sufficiently close. However, there exist cases, such as Lourenço Jorge station, where the primary zone has no residents.
To calculate the distance between the stations and the centroid of the census sectors, the smallest distance between the two points was used in accordance with the ‘Vincenty (ellipsoid)’ method, using R software.
It is important to highlight that when the metro and BRT stations are plotted in isolation and the ‘Vincenty (ellipsoid)’ method is used, the census sectors are configured in one form. However, when the lines of the two modes of transport are plotted together, to assess the integrated transport, this configuration changes and in some cases a station enters in the primary zone of another, altering the primary zone of the two stations. This is the case of the Vicente de Carvalho metro and BRT stations. For this reason, it was decided to analyze the modes of transport and their integration separately.
5. Location of Stations For all the metro stations on lines 1 and 2, the geolocation with latitude and longitude was obtained from the official site of the municipal government of Rio de Janeiro, DataRio (accessed on September 2016). For the other stations on line 4, due to the lack of an official geolocation, such as latitude and longitude, provided by official authorities (such as the municipal or state governments of Rio de Janeiro or Metro Rio), it was sought to locate these using the Google Maps tool, assuming here the possible distortions arising out of this method of geolocation.
Below follows the geolocation assumed for the stations in question. The study had access to the order of stations for line 4 on the site of Metro Rio (accessed on September 2016). Table 1 contains the stations and the location criteria adopted:
Table 1 Latitude and Longitude of Metro Stations not found on official sites and their Sources in Google maps
AnterodeQuental -22.985010,-43.223412 https://www.google.com.br/maps/@-22.9850317,-43.223359,20.75z
JardimdeAlah -22.982985,-43.214858 https://www.google.com.br/maps/@-22.982804,-43.214952,20z
NossaSenhoradaPaz -22.983806,-43.206869 https://www.google.com.br/maps/@-22.9839754,-43.2068495,20.5z
SãoConrado -22.993529,-43.253574 https://www.google.com.br/maps/@-22.9936169,-43.2535559,20.75z
JardimOceânico -23.006773,-43.310376 https://www.google.com.br/maps/@-23.0066779,-43.3100557,19.5z
Estação LatitudeeLogitudesadotadas LocalizaçãonoGooglemapsStation Latitude and Longitude addopted Location in Google Maps
![Page 35: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/35.jpg)
35 | DEPARTMENT OF PUBLIC POLICY ANALYSIS
For all the BRT stations from the TransCarioca line and the majority of TransOeste stations, the geolocation of latitude and longitude was obtained from the official site of the municipal government of Rio de Janeiro, DataRio (accessed on September 2016). The other TransOeste stations and all the TransOlímpica stations, due to the lack of an official geolocation, such as latitude and longitude, provided by official authorities, such as the municipal or state governments of Rio de Janeiro or Metro Rio, it was sought to locate these using the Google Maps tools, assuming here the possible distortions arising out of this method of geolocation.
It is important to highlight that in the geolocation of the BRT stations to which access was obtained through DataRio, those of Tanque (Terminal Mestre Candeia) and Taquara (Terminal Bandeira Brasil) appear as four stations instead of two. Since there are bus terminals close to the stations and linked to them, and because it is official information, the stations in question were treated in the form access was obtained to then in the database used, namely:
>>Tanque >>Mestre Candeia>>Taquara >>Bandeira Brasil
Below it is possible to verify the table with the BRT stations whose location was not found on official sites and the geolocation assumed for them:
Table 2
AsaBranca -22.963277,-43.393806 https://www.google.com/maps/@-22.963277,-43.393806,16z?hl=pt-BR
Boiúna -22.915611,-43.398167 https://www.google.com/maps/@-22.915611,-43.398167,16z?hl=pt-BR
Catedral -23.00375,-43.433972 https://www.google.com/maps/@-23.00375,-43.433972,16z?hl=pt-BR
CentroOlímpico
-22.972166,-43.400806 https://www.google.com/maps/@-22.972166,-43.400806,16z?hl=pt-BR
Colônia -22.940972,-43.394694 https://www.google.com/maps/@-22.940972,-43.394694,16z?hl=pt-BR
IlhaPura -22.989555,-43.417694 https://www.google.com/maps/@-22.989555,-43.417694,16z?hl=pt-BR
LeilaDiniz -22.953027,-43.390611 https://www.google.com/maps/@-22.953027,-43.390611,16z?hl=pt-BR
MagalhãesBastos
-22.868111,-43.413167 https://www.google.com/maps/@-22.868111,-43.413167,16z?hl=pt-BR
MarechalFontenelle
-22.886611,-43.400861 https://www.google.com/maps/@-22.886611,-43.400861,16z?hl=pt-BR
MinhaPraia -22.966777,-43.397083 https://www.google.com/maps/@-22.966777,-43.397083,16z?hl=pt-BR
MorrodoOuteiro
-22.971055,-43.401 https://www.google.com/maps/@-22.971055,-43.401,16z?hl=pt-BR
OlofPalme -22.981777,-43.41025 https://www.google.com/maps/@-22.981777,-43.41025,16z?hl=pt-BR
OuteiroSanto
-22.928793,-43.395741https://www.google.com/maps/place/Estr.+do+Outeiro+Santo,+1482+-+Taquara,+Rio+de+Janeiro+-+RJ,+22713-169,+Brasil/@-22.928793,-43.395741,16z/data=!4m5!3m4!1s0x9bd92792246ae9:0x7c48434377f6146e!8m2!3d-22.9287935!4d-43.3957407?hl=pt-BR
PadreJoãoChribin
-22.876,-43.405278 https://www.google.com/maps/@-22.876,-43.405278,16z?hl=pt-BR
ParqueOlímpico(AbelardoBueno)
-22.97325,-43.3935 https://www.google.com/maps/@-22.97325,-43.3935,16z?hl=pt-BR
Riocentro -22.976972,-43.4065 https://www.google.com/maps/@-22.976972,-43.4065,16z?hl=pt-BR
Tapebuias -23.000138,-43.429833 https://www.google.com/maps/@-23.000138,-43.429833,16z?hl=pt-BR
TerminalParalímpicoRecreio
-23.008361,-43.44025 https://www.google.com/maps/@-23.008361,-43.44025,16z?hl=pt-BR
TerminalSulacap
-22.8845,-43.399667 https://www.google.com/maps/@-22.8845,-43.399667,16z?hl=pt-BR
Ventura -22.947889,-43.391833 https://www.google.com/maps/@-22.947889,-43.391833,16z?hl=pt-BR
VilaMilitar -22.862194,-43.400639 https://www.google.com/maps/@-22.862194,-43.400639,16z?hl=pt-BR
BarraShopping
-23.000027,-43.361361 https://www.google.com/maps/@-23.000027,-43.361361,16z?hl=pt-BR
ParquedasRosas
-23.000055,-43.3525 https://www.google.com/maps/@-23.000055,-43.3525,16z?hl=pt-BR
RicardoMarinho
-23.000166,-43.346583 https://www.google.com/maps/@-23.000166,-43.346583,16z?hl=pt-BR
Riviera -23.00025,-43.342083 https://www.google.com/maps/@-23.00025,-43.342083,16z?hl=pt-BR
AfrânioCosta
-23.000555,-43.335194 https://www.google.com/maps/@-23.000555,-43.335194,16z?hl=pt-BR
PauloMaltaRezende
-23.001305,-43.329111 https://www.google.com/maps/@-23.001305,-43.329111,16z?hl=pt-BR
BosqueMarapendi
-23.003527,-43.323472 https://www.google.com/maps/@-23.003527,-43.323472,16z?hl=pt-BR
TerminalJardimOceânico
-23.00711,-43.311046 https://www.google.com/maps/@-23.00711,-43.311046,18z?hl=pt-BR
Estação LATLONG Google
Cribbin
Latitude and Longitude of BRT Stations not found in official sites and their Sources in Google maps
Station
![Page 36: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/36.jpg)
36|INEQUALITY ON TRACKS AND WHEELS: A STUDY OF ACCESS TO THE CITY
DANIELS, R. D.; MULLEY, C. Explaining walking distance to public transport: the dominance of public transport supply. In: WORLD SYMPOSIUM ON TRANSPORT AND LAND USE RESEARCH, 2011, Whistler. Proceedings... Whistler: Center for Transportation Studies, 2011. Disponível:<http://sydney.edu.au/business/__data/assets/pdf_file/0013/106501/Daniels-Mulley-Explaining.pdf>. Acesso em: abril de 2015
FAINSTEIN, Susan (2011). The Just City. Ithaca, NY: Cornell University Press Guerra, E., Cervero, R., e Tischler, D. (2012) Half-Mile Circle Does It Best Represent Transit Station Catchments? Transportation Research Record, 2276, 101–109. doi:10.3141/2276-12
GOVERNO DO ESTADO DO RIO DE JANEIRO, Plano Diretor de Transporte Urbano - PDTU; http://download.rj.gov.br/documentos/10112/2860844/DLFE-88183.pdf/Relatorio6CalibracaodoModelodaRededeReferencia.pdf, acesso em outubro de 2016
IPEA (2012). Gastos das famílias das regiões metropolitanas brasileiras com transporte urbano. Disponível em: http://www.ipea.gov.br/portal/images/stories/PDFs/comunicado/120920_comunicadoipea0154.pdf, Acesso em setembro de 2016.
ITDP (2013). Padrão de qualidade TOD V2.0. Disponível em: http://2rps5v3y8o843iokettbxnya.wpengine.netdna-cdn.com/wp-content/uploads/2014/11/ITDP-Brasil_Padr%C3%A3o-de-Qualidade-TOD_1a-vers%C3%A3o.pdfAcesso em Abril de 2015
ITDP (2016). http://itdpbrasil.org.br/pnt/ , Acesso em setembro de 2016.
HUSTER Ernst-Ulrich, BOECKH Jürgen, BOURCARDE Kay, SCHÜTT Johannes Daniel, “E Analysis of the situation in relation to minimum income schemes in Germany: A Study of National Policies” Disponível em: http://ec.europa.eu/social/BlobServlet?docId=9029&langId=en Acesso em 04 de Maio de 2015
KING COUNTY LOW-INCOME FARE OPTIONS ADVISORY COMMITTEE , Final Report and Recommendations, Julho 2013. Disponível em: http://www.kingcounty.gov/~/media/transportation/LowIncomeOptions/king-county-low-income-fares-advisory-committee-report-061613.ashx?la=en Acesso em 04 de maio de 2015
Kuby, M., Barranda, A., e Upchurch, C. (2004) Factors influencing light-rail station boardings in the United States. In Transportation Research Part A: Policy and Practice, 38(3), 223–247
LITMAN, Todd “Evaluating Transportation Equity,” World Transport Policy & Practice (http://ecoplan.org/wtpp/wt_index.htm), Volume 8, No 2, 2002
MARANHÃO, Ígor Godeiro de Oliveira, e SANTOS, Enilson Medeiros dos (2014). Uma aproximação à real participação de serviços ferroviários na repartição modal de viagens urbanas, com aplicação ao caso de Natal (RN). XXVIII ANPET (Congresso Nacional de Pesquisa e Ensino em Transporte ), Curitiba 2014. p. 1-13.
REFERENCES
![Page 37: INEQUALITY ON TRACKS AND WHEELSdapp.fgv.br/wp-content/uploads/2017/01/EN...“In the metropolitan area of Rio de Janeiro, 2.8 ... General Osório Cantagalo Siqueira Campos Cardeal](https://reader034.fdocuments.in/reader034/viewer/2022052016/602e50bd159338136b5ccc97/html5/thumbnails/37.jpg)
MARCUSE, P. (2009). Spatial Justice: Derivative but Causal of Social Injustice. Justice Spatiale/Spatial Justice, 01. Disponível em: http://www.jssj.org/wp-content/uploads/2012/12/JSSJ1-4en2.pdf, acesso em abril de 2016 Sistema FIRJAN (2015). O custo dos deslocamentos nas principais áreas urbanas do Brasil.Disponível em: http://www.firjan.com.br/publicacoes/publicacoes-de-economia/o-custo-dos-deslocamentos-nas-principais-areas-urbanas-do-brasil.htm#pubAlign, acesso em abril de 2016.
TRI MET Access Transit: Fare Assistance Program Nonprofit Organization Application 2022. Disponível em: http://trimet.org/pdfs/income-mitigation/low-income-mitigation-program-application.pdf Acesso em 04 de maio de 2015. VUCHIC, V.R. (2005). Urban Transit: Operations, Planning and Economics. Book publised by John Wiley & Sons.
DatabasesBanco Central do Brasil: https://www3.bcb.gov.br/sgspub/localizarseries/localizarSeries.do?method=prepararTelaLocalizarSeries
DataRio: http://data.rio/group/transporte-e-mobilidade
IBGE: http://censo2010.ibge.gov.br/
Metrô Rio: http://www.metrolinha4.com.br/o-que-e-o-projeto/
BRT: http://www.brtrio.com/estacoes
Metric Documentation used in Rhttps://github.com/cran/geosphere/blob/master/R/distVincentyEllipsoid.R
FGV/DAPPDepartment of Public Policy Analyss
Getulio Vargas Foundation
DIRECTORMarco Aurelio Ruediger
IMPLEMENTATION TEAM Coordination
Marco Aurelio Ruediger
Research Coordination Janaina Fernandes
ResearchersMiguel Orrillo
Bárbara BarbosaMargareth da Luz
TEAM