2013 Philippine Human Development Report Geography and Human Development

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    2012/2013 PhilippineHuman DevelopmentReport

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    Copyright 2013 Human Development Network (HDN)

    ISSN 0118-6361

    All rights reserved.

    No part of this publication may be reproduced, stored in a retrieval system,

    or transmitted in any form or by any means without prior permission of the

    Human Development Network (HDN).

    The views expressed in this Report are those of the authors and do not

    necessarily reflect those of their affiliated institutions or the sponsoring agencies.

    For inquiries about the Human Development Network (HDN) visit our

    website at www.hdn.org.ph.

    cover design Eduardo A. Davad

    book design and layout Eduardo A. Davad

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    Published by the

    Human Development Network (HDN)

    in cooperation with the

    United Nations Development Programme (UNDP)

    2012/2013 PhilippineHuman DevelopmentReport

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    PhiliPPine human DeveloPment RePoRt 2012/2013 vii

    Message

    S

    i 1990 when the frst global Human Development Report

    (HDR) came out, many have embraced the HD concept, but

    the dscourse perssts as the quest or HD contnues. UDPs

    advocacy or human development (HD) has led to the subsequent

    producton o regonal and natonal HDRs, thus enablng the

    dscussons on human development to take root n country- and

    regon-specfc contexts.Followng the dscplne o ts global and regonal counterparts, natonal

    HDRs provde the same rgor o analyss, whch we now fnd n the Phlppne

    Human Development Report (PHDR). As n prevous edtons, ths 7th Phlppne

    Human Development Report (2012-2013 PHDR) oers yet another development

    perspectve, Geography, crtcal to the attanment o human development or

    the people o Phlppne archpelago. The road to human development s flled

    wth multdmensonal barrers and challenges. To understand the path to

    human development, snce 1994 the PHDRs have tackled dverse themes such as

    gender, educaton, employment, peace and securty, and nsttutons. The past

    PHDRs have earned ther reputaton as mportant reerences to development

    leaders and practtoners o the country wth ther n-depth analyss and

    concrete suggestons.

    The 7th edton o the PHDR takes on the spatal dmenson o human

    development. Geography s a deep determnant o human development, states

    the 2012/2013 PHDR. Throughout the report, t argues that human development

    takes place n physcal space that s to a large extent fxed. But socoeconomc

    and human actors can nuence each other and may lead to derent human

    development outcomes.

    The PHDR looks nto the spatal patterns n the development o the

    Phlppnes and how these aect human development. For a country o 7,107

    slands wth dverse topographc and clmatc attrbutes and greatly challengedby physcal connectvty, the Report brngs to our attenton the development

    varatons brought about by ths geographc nuence. The PHDR provdes

    a perspectve on the geographc condtons aectng local outcomes; the

    opportunty costs o not ully takng the element o dstnctveness nto account

    n the pursut o human development; and the nsttutonal responses needed

    to address the challenges and opportuntes o geographcal realtes wthn and

    beyond admnstratve boundares.

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    viii PhiliPPine human DeveloPment RePoRt 2012/2013

    it provdes expert analyses on the unctonalty o human spaces and the

    nterplay o socal and economc processes aectng the communty and the

    development o ts people. The Report also provdes a reecton on regonal

    development and ntegraton n empowerng or dsempowerng local people n

    attanng ull human development.

    As a useul reerence n development plannng, ths Report s especallydedcated to the local governments and ther leaders to assst them n revewng

    polces and nterventons to maxmze ther efcency n accordance to

    geographcal unqueness. For one, understandng geography and ts mpacts

    on human development pathways, could unvel solutons to the ssue o rsng

    nequalty and dsparty o urban and rural areas.

    UDP s the key advocate o human development upholdng that people

    are the real wealth o a naton. HD champons the creaton o an enablng

    envronment or people to enjoy long, healthy, and creatve lves. Far greater than

    the accumulaton o assets and fnancal wealth, human development should be

    the core means and the ultmate goal o development eorts.

    On ths note, the Human Development etwork (HD) deserves another

    eather n ts cap or capturng the perspectve o geography and human

    development n such an nnovatve and convncng manner. indeed, the

    Phlppnes, whch has started to demonstrate hgh economc growth, but s

    constantly challenged by ts geographcal dversty and deep-rooted nequalty,

    wll greatly beneft rom the recommendatons o ths 7th edton o the PHDR.

    Thank you and Mabuhay!

    TOSHIHIRO TANAKAunDP Cry Drcr

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    Message

    T

    H 7th Phlppne Human Development

    Report wth the theme Geography and

    Human Development comes at a tme when

    the government s updatng the Phlppne

    Development Plan (PDP), 2011-2016 wth an eye

    toward payng greater attenton to the spataland sectoral dmensons o growth n the pursut o more

    nclusve outcomes.

    The updatng also has an eye toward an examnaton o

    nsttutonal arrangements between admnstratve layers

    o government n order to better algn local and natonal

    development plans. Ths s crtcal short- and medum-term

    gans are to take root and carry the country orward nto the

    longer term.

    it s auspcous thereore that the Report, n artculatng

    the role o geography n nuencng the qualty and pace o

    human development, has made the ollowng key ponts:

    nGeography explans a sgnfcant porton o the

    varatons n le expectancy, educaton, per capta ncome,

    and poverty ncdence across the Phlppnes. it s a proound

    determnant o human development, ntrnscally lnked to the

    latter through human health, agrcultural prospects, access

    between locatons, and specfc poltcal nsttutons.

    nPast polcy and nsttutonal arrangements have aled

    to adequately address the mplcatons o local geography and

    have resulted n sgnfcant costs to human development.

    nHuman development costs arse rom a natonalorganzatonal structure that arranges sectors or agences

    as vertcal slos and, wthn each agency, by programs. Such

    arrangement s ncompatble wth the ntegrated, ecosystem-

    based governance that local geography demands.

    nLarge nefcences and oregone benefts result rom

    the well-ntended but msguded noton that the unorm

    dsperson o producton across space wll lead to growth that

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    s more evenly spread out and thereore more equtable.

    nonetheless, a geographcal convergence o lvng

    standards can take place and must reman a prme objectve. in

    short, spatally uneven, unbalanced growth s compatble wth

    nclusve human development.

    nThe challenge o geography requres the delvery o basc

    and socal servces that s ntegrated and locally anchoredmostcrucally at the provncal level.

    We apprecate the lessons documented n the 7th PHDR, are

    challenged by them, and look orward to how they wll norm

    development polces and programs and resource allocaton

    prortes o both the natonal and local governments movng

    orward.

    ARSENIO M. BALISACANScrry f Sccc Pg

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    Forewor

    TH Philippine Human Development Report 2012/2013 dscusses the

    crucal role o place and space n human development. The crux o

    the ssue s suggested n the epgraph rom Rzal: some are ortunate

    enough to be helped and made happy by ther place o stayndeed,

    they may even have the luxury o choosng t. Others, on the other

    hand, are smply condemned by ther crcumstances to endure t.

    Part i o the Report demonstrates how the Phlppnes dverse, ragmented, and

    hazard-prone geography poses huge challenges to human development. Dstance,

    land orm, clmate, and natural hazards are sgnfcant obstacles to peoples access

    to health, to educaton, and ther ablty to obtan a sustanable and productve lvng.

    Besdes natural actors, economc growth tsel s a process that by ts nature creates

    geographc unevenness and nequalty, even whle exstng socal and poltcal

    barrers can rustrate peoples eorts to better ther own lot.

    The human development vew o geographcal derences s straghtorward:

    derences n locaton shouldnottranslate nto derences n human opportuntes.

    Ths mples, frst and oremost, that the undamental means needed to buld

    human capabltes must be made avalable rrespectve o locaton. Access to

    basc educaton and to prmary health, n partcular, should be spatally blnd.

    Second, recognzng that economc growth and wealth-creaton are not unormly

    spread but nevtably create basns o attracton, e.g., ctes and mass markets,

    aordng access to ncomes and lvelhood opportuntes must ental spatally

    connectve or market-ntegratng nrastructure that acltates the bdrectonal

    movement o goods and people.

    in the lmt, human development presupposes peoples reedom to leave

    areas o low opportunty n pursut o better prospects. What matters s that such

    decsons are taken not out o desperaton or under duress but as ree choces rom

    among a set o humane alternatves. ven as the Report recognzes the geographc

    unevenness entaled by growthand thereore the nevtablty o leadng and

    laggng areast ponts to the possblty o reconclng ths wth equal human

    opportuntes: Uneven, unbalanced growth s not ncompatble wth nclusve

    human development.

    Measured aganst these, the spatal dmensons o current publc polcy

    are unortunately wantng and unresponsve. The bas or centralzaton nmany government programs leads to a one-sze-fts-all approach that als to

    account or local condtons aectng the populaton. Dsease-specfc natonal

    health campagns pass over neglected tropcal dseases that are rampant n

    some localtes. Agrcultural programs ocus on specfc crops rather than on

    armers whose actvtes are vared and actually span several crops. Reorms and

    regulaton o transport and access are undertaken pece-meal, accordng to the

    specfc mode o transport, rather than beng normed by the larger pcture o

    travel across varous modes o transport.

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    What prevals n all these s an emphass on objects and categoressomepartcular dsease, specal crop, or avored transport moderather than on actual

    people and the places they nhabt. Ths unresponsve ramework s renorced

    by a slo-complex n many natonal agences themselves, whch splts

    responsbltes among non-overlappng (and thereore non-cooperatng)

    bureaucraces organzed along the same technocratc lnes o categores rather

    than people. Fnally, the combned alure o natonal vson and denal o local

    responsblty leads to the dsspaton o resources that s the dvde-by-N

    syndromethe dsspaton o publc resources n duplcatve nrastructure

    and programs n dsregard o scale, synergy, and the conscous ntegraton o

    larger markets.

    The Report nstead advocates gvng provnces the greatest leeway to defne

    ther own prortes and provdng the resources to acheve them. ot all otodays provnces represent optmal dvsons rom the vewpont o geography

    and ecosystems (especally snce sheer poltcal consderatons have nuenced

    recent provnce-creaton, partcularly n Mndanao). But provnces are currently

    stll the most practcable level o poltcal authorty that can gve ull weght to

    the specfcty and dversty o local condtons, even as t s capable o adoptng

    a vewpont comprehensve enough to adopt programs that explot potental

    economes o scale and scope. it s provnces and provncal leadershp that

    can potentally respond to the derng needs o leadng and laggng areas,

    e.g., between urban areas and perpheresas well as provde the connectons

    needed to oster healthy symbotc relatons between them.

    urrent laws and plannng and budgetng practces, however, paradoxcally

    constran provncal governments rom perormng ths ntegratve uncton.Rather than expand the role o plannng among provnces, current laws nstead

    reduce ther jursdctons by rppng out the most developed urban areas; tax

    bases and tax powers are crcumscrbed; provncal spendng responsbltes

    are overextended yet sorely underunded; n the meantme parochal poltcal

    pressure s accommodated or even greater subdvson o jursdctons. The

    Report argues that serous geographcal obstacles to human development can never

    be adequately addressed wthout gvng ull ren to provnce-level plannng and

    fscal responsbltywth the democratc accountablty that entals. To ths end,

    uture legslaton s clearly needed to change the current cty-centrc emphass o

    devoluton and redefne the powers o local governments accordngly. The Report s

    beng ssued at what the Human Development etwork beleves s an opportune

    moment, when there s ncreasng nterest n revstng the Local Governmentode (1991) ater more than two decades o mplementaton. ven wthout

    legslaton, however, a good deal can already be accomplshed by expandng the

    role o provnces and provnce-level concerns n the desgn o programs and the

    choce o projects by natonal-level plannng, fscal, and lne agences.

    Part ii o the Report analyzes the record o provncal progress n human

    development over the longer perod 1997-2009.

    Whle a slow but steady mprovement s evdent n ndcators o human

    development or the country as a whole, ths masks the hghly varable perormance

    among provnces throughout the perod. Global economc crses, such as those

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    whch enguled the country n 1997-2008 and 2008-2009 are crucal actorsexplanng the larger trend, although the record also llustrates how mprovements

    n non-ncome measures o human development can occur notwthstandng

    conjunctural varatons n ncome. More mportant, however, s the sometmes

    volatle uctuatons n the human development ndcators n some provnces.

    specally worrsome are the prospects or provnces that have some o the

    lowest HDis to begn wth, but whch n addton are locked n the vcous crcle o

    allng ncomes and allng health and educaton outcomes (Agusan del Sur, Lanao

    del Sur, Magundanao, Sulu, Taw-Taw, and Zamboanga Sbugay).

    The long vew also reveals rses and alls n the achevements o even

    erstwhle hgh-achevers n human development. The reasons or ths can be

    vared, but a possble reason llustrates a pont made n the theme chapter:

    moblty and mgraton can change the composton o a localtys populatonn many ways. Wthout oresght and adequate preparaton, n-mgraton nto a

    hghly developed area can ultmately create problems n health, educaton, and

    even ncomes e.g., through congeston, polluton, and the emergence o slums. On

    the other hand, outmgraton o the sklled, educated, and youthul wll certanly

    erode the record o the areas they leave behnd.

    What s clear s that the depth, varety, and mplcatons o such local

    experences can be adequately understood and addressed only by the poltcal

    authortes and communtes drectly concerned. indeed the collaton and

    computaton o a subnatonal seres o the Human Development index (HDi)

    and other ndcators underscores the contnung advocacy o the Human

    Development etwork (HD) to lnk achevements n human development

    wth geographcal poltcal responsblty. Ths returns to the theme chaptersmessage, thereore: under current arrangements, there s no eectve poltcal

    authorty or responsblty or montorng and understandng the record o

    human development at a comprehensve geographc scale, namely at the level o

    a provnce wth all ts ctes and arms, all ts leadng and laggng areas, ts entre

    populaton engaged n all types o economc actvtes, and ts entre health and

    educaton delvery system.

    Ths Report, thereore, s addressed to poltcal leaders at all levels but

    especally to the people to whom the ormer are responsble and must be held

    to account. By ssung ths volume, the Human Development etwork hopes

    both leaders and people wll recognze the challenge geography poses to human

    developmentso that they wll change the nsttutons that stand n the way o

    an eectve response.

    EMMANuEL S. dE dIOSPrsd

    h Dp nwrk

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    Acknowlegments

    THiS Report represents two and a hal years worth o work, a act reectng the

    nature o the topc, the most complex and multaceted addressed by the Human

    Development etwork (HD) so ar.

    The process ncluded two ncepton workshops n January and March 2011; a

    seres o publc orums to revew an orgnal set o background papers n August 2011;

    and urther workshops n October 2011 and March 2012, beore a derent approach

    was adopted n July 2012.

    At the same tme, the atonal Statstcal oordnaton Board (SB) and HD studed the updatedglobal methodology or the Human Development index (HDi) and dscussed ts applcablty to the

    Phlppnes. An nterm methodology or ths volume was agreed upon and presented to the SB

    xecutve Board n February 2012. omputatons were subjected to a rgorous process o replcaton

    beore the 2009 HDis or provnces were dssemnated n a jont SB-HD Forum on 10 December

    2012. The statstcal annex ncluded n ths volume presents back-computatons o the HDi to 1997

    usng the updated methodology or comparablty.

    The HD xecutve ommttee expresses ts sncere thanks to all the ndvduals who collaborated

    at varous stages o the process, as partcpants, dscussants, revewers, wrters, research assocates,

    and sta assstants. Specal thanks or ther tme, patence, and commtment s extended to the

    ollowng:

    The frst set o contrbutors o background papers: Art orpuz, Je Ducanes, Jude sguerra, kkn

    Beronlla, Agnes spnas, Jeanne illo, Leonardo Lanzona, Maranto Luspo (and assocates rom the

    Holy ame Unversty n Bohol), Dorace Zoleta-antes, ory az, Temaro Rvera, dgardo Tongson,

    Randy Tuao, Joey Sescon, and the Manla Observatory;

    The second set o contrbutors: Henry Baslo, Vcente Belzaro, Red onstantno, Jame Faustno,

    ino Manalo, Denns Mapa and assocates, lseo Ponce, apt. Ben Sols, and Lory Tan;

    olleagues who provded nsghts and comments durng varous workshops, notably athanel

    Bantayan, Dpayan Bhattacharyya, colo del astllo, Mars Dokno, Steeve Godlano, Jed Gomez, Gl

    Jacnto, Mahar Lagmay, Mary Racels, Agnes Rola, and Dan Slvestre;

    Members o the HDi Techncal Workng Group: now-current SB Secretary General Jose Ramon

    Albert, ela Reyes (Phlppne insttute or Development Studes), Dr. Jessamyn ncarnacon (SB),Bernadette Balamban(SB), Je Ducanes (HD), Toby Monsod (HD), Anna Jean asanas (SB),

    Mercy astro (Deped), Vkk arr delos Reyes (DOH), Marjore Vllaver (SO);

    Sharon Pza, who replcated the frst set o HDi computatons and eventually fnalzed the 1997-

    2009 seres, buldng on ntal work by Stella Lbre, Joseph Joven, G Andal, and Je Ducanes, wth

    assstance rom Fath Balsacan and Regna Baroma;

    Marna Durano (UPS), who wrote Part ii o ths report, Human Development n Phlppne

    Provnces 1997-2009;

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    Toby Monsod (UPS) who wrote Part i o ths report, the theme essay, Geography and

    Human Development, wth helpul contrbutons rom mmanuel S. de Dos (UPS);

    Sharon Fangonon who served as ofce supervsor apart rom provdng excellent research

    and producton assstance to the man authors, ncludng generatng some o the maps;

    Thanks and acknowledgements are also due to the ollowng: the ofcers and sta o

    the Department o Agrculture, Department o Health, the World Health Organzaton, the

    Department o Transportaton and ommuncatons, and the vl Avaton Authorty o the

    Phlppnes, who generously accommodated requests or normaton; Maro Feranl and thePiDS who provded fnancal management and accountng support; the SB Team led by Dr.

    Jessamyn ncarnacon who organzed the well-attended dssemnaton event last December

    and agan the launch o ths volume; the Phlppne enter or conomc Development, whch

    provded addtonal acltes and research support; and the Unted atons Development

    Program, thru Toshhro Tanaka and orazon Urquco, whch agan provded unqualfed

    support and understandng to the HD notwthstandng the delays whch plagued ths round

    o producton.

    Specal thanks go to Yvonne hua (press edtor), Avgal Olarte (prooreader) and d Davad

    (layout artst), who whpped the volume nto publcaton-ready orm under an extremely tght

    schedule.

    Fnally the HD xecutve ommttee wshes to express ts specal thanks and apprecaton

    to Toby Monsod, the general edtor o ths volume, who asde rom takng on the dauntng

    ntellectual task o wrtng the theme essay, also trelessly organzed the logstcal, personnel,

    and fnancal requrements o producng ths Report up to ts publcaton. Ths Report would

    have been mpossble wthout her eorts and dedcaton.

    HdN Exective Committee (2012-2014)

    e S. d Ds, Prsd

    m. Cy Rs Bz-Bs, vc-PrsdFrd t. adb, Scrry

    Wfrd m. v, trsrr

    erd m. Cps, adr

    S Cs-msd (Fdg Prsd)

    G t. Cs

    Kr Cs-Dd

    mc l. t

    R t. vr

    ars m. Bsc

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    xvi PhiliPPine human DeveloPment RePoRt 2012/2013

    ls f mps ..........................................................................................................................................................................................................x

    ls f tbs .......................................................................................................................................................................................................x

    ls f Fgrs ....................................................................................................................................................................................................x

    ls f Bxs .........................................................................................................................................................................................................xx

    ls f Bx tbs ...............................................................................................................................................................................................xx

    ls f Bx Fgrs ..............................................................................................................................................................................................xx

    abbrs ......................................................................................................................................................................................................xx

    I: Geography and human development in the Philippines ................................................ 1

    Maps ............................................................................................................................................50

    II: Human development in Philippine provinces: 1997-2009 ..........................................59

    Bibliography ...............................................................................................................................93

    Technical notes ........................................................................................................................101

    Statistical annexes ..................................................................................................................109

    Maps

    1 lc sp dpdc h Dp idx (2009) ...................................................................................51

    2 lc sp dpdc pr cp c (2009) ........................................................................................................51

    3 Sp dpdc c grw (1988-2009)............................................................................................................51

    4 lc sp dpdc c grw (1988-2009) ................................................................................................51

    5 mr css (2009) .......................................................................................................................................................................... 52

    6 Scssss srfc (2005) .......................................................................................................................................52

    7 mcrfr dc prcs (2009) ....................................................................................................................................... 52

    8 C prc f Sth g cdr 12-71 s (2004) ....................................................................... 52

    9 Pry d dss (2009) ............................................................................................................................................................ 5310 C yps ......................................................................................................................................................................................... 54

    11 agr-cgc zs ....................................................................................................................................................................... 54

    12 Srg Rpbc nc hgwy ............................................................................................................................................... 55

    13 l f rbz crss prcs ..................................................................................................................................... 55

    14 Pr r ggg pcs ........................................................................................................................................................................ 56

    14b Wr pr pp r ...................................................................................................................................................................... 56

    Contents

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    15 lf xpccy dx (2009).......................................................................................................................................................... 57

    16 edc dx (2009)...................................................................................................................................................................... 57

    17 ic dx (2009) ........................................................................................................................................................................... 57

    18 h Dp idx (2009) .............................................................................................................................................58

    Tables

    1.1 vr prc dcrs xpd by ggrpy ..................................................................................................2

    1.2 vr dss c pr prc xpd ................................................................................................................. 7

    1.3 vr scssss prc xpd ................................................................................................................81.4 arg rc yds crss Ppps ...............................................................................................................................11

    1.5 Frrs/frr prrs by yp f cy (2002) ........................................................................................................13

    1.6 ics Cs s. Cgy vy 1960 ................................................................................................................................... 21

    1.7 Cpr cs f c sppg s. r-r sppg .....................................................................................23

    1.8 tx ssg fr prcs, cs, cps, brgys ..................................................................................37

    1.9 Dsrb f iRa d dd xpdrs .....................................................................................................................41

    2.1 lrgs grs d srs f xpccy dx bw 1997 d 2009 .......................................................66

    2.2 tp d b prcs f xpccy (1997 d 2009) .....................................................................................66

    2.3 lrgs grs d srs dc dx bw 1997 d 2009 ................................................................. 67

    2.4 lrgs grs d srs c dx bw 1997 d 2009 .......................................................................68

    2.5 hDi grs d srs bw 1997 d 2009 .................................................................................................................71

    2.6 hDi p d b prcs (1997) ........................................................................................................................................72

    2.7 hDi p d b prcs (2009)........................................................................................................................................73

    2.8 ls f prcs by yp f pr (1997-2009, 1997-2003, 2003-2009) ...............................................76

    2.9 lrgs grs d srs GDi bw 1997 d 2009 ...........................................................................................79

    2.10 GDi p d b prcs (1997)......................................................................................................................................... 80

    2.11 GDi p d b prcs (2009) ........................................................................................................................................81

    2.12 lrgs grs d srs qy dsrbd f xpccy dx bw 1997 d 2009 ..............83

    2.13 lrgs grs d srs qy dsrbd dc dx bw 1997 d 2009 .........................84

    2.14 lrgs grs d srs qy dsrbd c dx bw 1997 d 2009 ...............................85

    2.15 tp 10 prcs w rgs sss hDi d qs ............................................................................ 862.16 tp 10 prcs w s sss hDi d qs.................................................................................86

    2.17 tp 10 prcs w rk prs prsc f qs .............................................................87

    2.18 tp 10 prcs w rk dcs prsc f qs ........................................................................... 87

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    Figures

    1.1 lkg ggrpy d dp ...........................................................................................................................3

    1.2 ac f grcr br prgr spdg, xcdg rrg (2001-2011) .......................................15

    1.3 Sf-sffccy rs rc (2001-2011) ............................................................................................................................... 15

    1.4 Scrs w wrs pry rcd ss bdg ..............................................................................................20

    1.5 Sd dc pry cdc dr crp-r R&D pprc .........................................................20

    1.6 lc rds d rr -grcr c .....................................................................................................................22

    1.7 ipc f rfrs srcr d prs f r dsry ...............................................................232.1 Rsp bw pr cp c d hDi (1997-2009) ....................................................................................60

    2.2 Rsp bw pr cp c d -c hDi .....................................................................................60

    2.3 Rsp bw pr cp c grw d cg hDi (1997-2009) ...............................................61

    2.4 Rsp bw pr cp c grw d cg -c hDi (1997-2009) ....................61

    2.5 lf xpccy dx by prc (1997-2009) .................................................................................................................... 65

    2.6 edc dx by prc (1997-2009) ................................................................................................................................ 67

    2.7 ic dx by prc (1997-2009) ..................................................................................................................................... 68

    2.8 h Dp idx by prc (1997-2009)........................................................................................................ 69

    2.9 Dffr ps fr sr srg ps (1997-2009) ...............................................................................................70

    2.10 hDi rk by prc 1997 d 2009 ..........................................................................................................................................74

    2.11 Rk cprss f hDi d pr cp c (2009) .................................................................................................. 75

    2.12 Prcs by yp f pr bw 1997 d 2009 ........................................................................................ 75

    2.13 hDi rk d GDi rk by prc (2009) ............................................................................................................................... 77

    2.14 Gdr Dp idx by prc (1997-2009) ........................................................................................................78

    2.15 GDi rk by prc 1997 d 2009 ......................................................................................................................................... 82

    2.16 eqy dsrbd f xpccy dx (1997-2009) ......................................................................................................83

    2.17 eqy dsrbd dc dx (1997-2009).................................................................................................................84

    2.18 eqy dsrbd c dx (1997-2009) ......................................................................................................................85

    2.19 hDi d qy-djsd hDi (2009) ................................................................................................................................... 86

    2.20 Prc rkg by hDi d ihDi (2009) ............................................................................................................................... 88

    2.21 lsss f xpccy, dc, d c d qs by prc (2009) ................................89

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    Boxes

    1.1 Sp dpdc hDi cps ...................................................................................................................................... 4

    1.2 a dsj pbc fr sys .............................................................................................................................9

    1.3 Ccp frwrk fr dpg gr-cgc zs ........................................................................................12

    1.4 W ds Da ry k k? ....................................................................................................................................................... 14

    1.5 nr zrd d c cg ............................................................................................................................................. 16

    1.6 Rxs, mdr or bfr d fr r-r rfrs .........................................................................................24

    1.7 Dd-by-n rprs .................................................................................................................................................................... 251.8 aPeCo .......................................................................................................................................................................................................28

    1.9 Dcgsg mr m: igrg mg m ......................................................................................................34

    1.10 Dd fcs d grcr .........................................................................................................................38

    1.11 twrd r rbs, cs, rs Ppp grcr ...................................................................................39

    1.12 igrd pprc ntD cr: C w d br? ...................................................................................................42

    2.1 t Gdr iqy idx d s ppc Ppps ...............................................................................77

    2.2 t iqy-djsd h Dp idx .........................................................................................................85

    Box Tables

    1 mrs dcs fr hDi cps d pry cdc .............................................................................................4

    2 arg mooe pr yp f rpr (2008-2011) ...................................................................................................25

    3 Dd fcs ...............................................................................................................................................................38

    4 Dd grcr fcs .................................................................................................................................................... 38

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    Box Figures

    1 lf xpccy (2009): obsrd s s. spy wgd rg f gbrs ..........................5

    2 m yrs f scg (2008): obsrd s s. spy wgd rg f gbrs ........5

    3 Pr cp c: obsrd s s. spy wgd rg f gbrs .....................................5

    4 hDi (2009): obsrd s s. spy wgd rg f gbrs ...................................................5

    5 Pry cdc (2009): obsrd s s. spy wgd rg f gbrs ....................5

    6 assg f fcs d fr ks ..........................................................................................9

    7 aeZ frwrk ......................................................................................................................................................................................128 Pbsd Da rgz cr .............................................................................................................................................. 14

    9 mry cs f dgs d r zrd dcd dssrs (1985-2010) ..............................................17

    10 mry sss s prcg f gr xpdrs d GDP ..............................................17

    11 nbr f pp ffcd by r zrd dcd dssrs (1985-2011) ......................................................18

    12 Css fr r zrd dcd dssrs (1985-2011) ................................................................................... 18

    13 nbr f pp ffcd by yps d br f cds (1985-2011)...................................................19

    14 arpr Csrs ..................................................................................................................................................................................... 26

    15 Prfrc f frprs, Boi d PeZa (1996-2012) ....................................................................................................28

    16 mr m, Cr lz, d Cbrz pp ss .........................................................................34

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    Abbreviations

    aBRP agrcr Brcrcy Rsrcrg P

    aDB as Dp Bk

    aeZ agr-cgc z

    aFma agrcr d Fsrs mdrz ac

    aFmP agrcr d Fsrs mdrz P

    aiP a is P

    a.o. adsr ordr

    aPeCo arr Pcfc ecc Z d Frpr ary

    aPiS a Pry ic Sry

    aRmm as Rg ms mdaSean assc f Ss as ns

    aSeZa arr Spc ecc Z ary

    asaiD asr agcy fr ir Dp

    BaS Br f agrcr Sscs

    BhS Brgy s

    Boi Brd f iss

    B.P. Bs Pbs

    CaaP C a ary f Ppps

    CaR Crdr adsr Rg

    Cc Css ecs

    Da Dpr f agrcr

    DalY Dsby f yrsDBm Dpr f Bdg d mg

    DenR Dpr f er d nr Rsrcs

    Dped Dpr f edc

    DilG Dpr f irr d lc Gr

    DoF Dpr f Fc

    Doh Dpr f h

    DotC Dpr f trspr d Ccs

    DPWh Dpr f Pbc Wrks d hgwys

    e.o. exc ordr

    Fao Fd d agrcr orgz

    FBt Fdbr rd fc

    FieS Fy ic d expdr Sry

    Gaa Gr apprprs ac

    GDD Grwg Dgr Dys

    GDi Gdr-rd Dp idx

    GDP Grss Dsc Prdc

    Gii Gdr iqy idx

    GnP Grss n Prdc

    hDi h Dp idx

    hDn h Dp nwrk

    hDR h Dp Rpr

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    xxii PhiliPPine human DeveloPment RePoRt 2012/2013

    hiv h idfccy vrs

    hPi h Pry idx

    huC hgy rbzd cy

    ihDi iqy-djsd h Dp idx

    iPa is pr gcs

    iRa ir R a

    iRR ipg rs d rgs

    JmC J mrd Crcr

    lFS lbr Frc Sry

    lGC lc Gr Cd

    lGu lc gr

    lSa lc sp crr

    mDa mss drg dsr

    mDG m Dp G

    miGeDC mr i-Grs ecc Dp Cc

    mo m obsrry

    mooe mc d r prg xpss

    mPi mds Pry idx

    namRia n mppg d Rsrc ifr ary

    nCR n Cp Rg

    nDhS n Dgrpc d h Sry

    neDa-iCC n ecc d Dp arys is Crd C

    nGa n Gr agcy

    nRRDmC n Dssr Rsk Rdc d mg Cc

    nSCB n Ssc Crd Brd

    nSo n Sscs offc

    ntD ngcd rpc dsss

    PaGaSa Ppp asprc, Gpysc, d asrc Srcs adsr

    PCi Pr cp c

    PDP Prc dp p

    PDPFP Prc Dp d Pysc Frwrk P

    PeF Pc d eqy FdPeZa Ppp ecc Z ary

    PhDR Ppp h Dp Rpr

    PmiS Ppp mr ifr Sys

    PiDS Ppp is fr Dp Sds

    PlPem Prc/lc Pg d expdr mg Gds

    PPa Ppp Prs ary

    PPFP Prc pysc frwrk p

    PSu Prry spg

    PSY Ppp Ssc Yrbk

    R.a. Rpbc ac

    Rhu Rr

    R-r R-, r-ffRPt R prpry x

    SaFDZ Srgc agrcr d Fsrs Dp Z

    SeZ Spc cc z

    Sth S-rsd fc

    unDP ud ns Dp Prgr

    unDP hDRo unDP h Dp Rpr offc

    uPSe ursy f Ppps Sc f eccs

    WB Wrd Bk

    Who Wrd h orgz

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    Philippine Provinces

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    PhiliPPine human DeveloPment RePoRt 2012/2013 1

    [ibrr:] Gayunman, mahal ko ang ating bayan, tulad ninyo, hindi lamang dahil sa tungkulin ng lahat ng

    tao ang magmahal sa bayang pinagkakautangan niya ng buhay at pagkakautangan marahil ng kanyang

    huling hantungan, hindi lamang dahil gayon ang itinuro sa akin ng aking ama, kundi dahil Indio ang akingina, at dahil nabubuhay dito ang lahat ng pinakamagaganda kong alaala, mahal ko siya dahil utang ko sa

    kaniya at uutangin ko pa ang aking kaligayahan!

    At ako, dahil utang sa kaniya ang aking kasawian, bulong ni Elias.

    fr Rzs Noli me Tangere1

    Why geography?

    HumaN developent s defned as the process that wdens the range o peoples choces,

    the most crtcal o whch are to lead a long and healthy le, to be educated and

    knowledgeable, and to enjoy a decent standard o lvng. Addtonal choces nclude

    poltcal reedom, guaranteed human rghts, and sel-respect [UDP 1990].

    Past volumes o the Philippine Hn Developent Report snce 1994 have

    successvely montored the progress o human development across the countrys

    regons and provnces, examnng the state o gender and development, basc

    educaton and employment, as well as the mpact o armed conct. Beyond that,

    the report o 2009 sought to explan the pace o polcy reorm tsel, observng that

    progress n human development depends on nsttutons, .e., ormal laws and

    regulatons as well as unwrtten codes and norms o socal acceptance and opprobrum: Deeper than polcesand larger than ndvduals, t s the nsttutons that structure behavor whch matter deeply or whether human

    development advances or not [HD 2009].

    What has yet to be taken ully nto account, however, s that human development takes place n physicl spce.

    People locate themselves n spaces derentated by elevaton and slope, landorm and rock cover, temperature and

    precptaton, accessblty, and exposure to natural hazards. These natural actors, at the very least, combne to nuence

    ntal land potental and land use, the burden o dsease, settlements patternsand, ultmately, health, lvelhood, and

    standards o lvng. Geography, n short, s a deep determnant o human development.

    IGeography an Hman developmentin the Philippines

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    the values o adjacent locatons. Hence, a locaton may

    have a hgh value o the varable and neghbors wth hghvalues as well, or t may have a low value and low-value

    neghbors or a gven varable. Another pattern may be

    that a place ders rom ts neghbors, havng a low value

    o the varable whle ts neghbors show hgh values (or

    vce versa). The pont s that clusters mght be observed

    n the spatal arrangement o varables beyond what

    mght be expected rom chance alone.

    As s evdent rom Maps 1 and 2, such clusters o

    spatal dependence can be observed or per capta ncome

    and HDi [Box 1.1]. Metro Manla, avte, Rzal, Bulacan,

    Pampanga, and Benguet share smlarly hgh values wth

    ther neghbors; call these hot spots. Meanwhle, Sulu

    and Taw-Taw are locatons wth low values and have

    neghbors that are smlarly stuated; these are cold spots.

    Mountan Provnce and South otabato are outlers: the

    ormer has low values but hgh-value neghbors, whle

    the latter has hgh values but low-value neghbors. When

    such neighborhood effects are statstcally controlled or, the

    assocatons presented n olumn 2 o Table 1.1 mprove by

    an average o 13.28 percentage ponts or 46 percent. More

    detaled results are presented n olumn 3 o Table 1.1.eghborhood eects also matter through tme

    [Mapa et al. 2013]. Ater controllng or demographc

    and poltcal varables, spatal dependence s postvely

    mplcated n the behavor o average ncome growth

    rates o provnces between 1988 and 2009 [Maps 3 and

    4]. On average, a 1 percentage pont ncrease n the

    growth o per capta ncome o neghborng provnces

    Table 1.1 Variation in provincial inicators

    explaine by geography* (in percent)

    Inicator (depenent variable)Geographic

    factors*

    Geographicfactors pls

    neighborhooeffects**

    lf xpccy (2009) 24.7 42.4

    m yrs f scg (2008) 36.6 41.4

    Pr cp c (2009)*** 31.6 40.2

    ic pry cdc (2009) 47.2 54.2

    hDi 2009 34.3 44.7

    * expry rbs: c yp, sp, , wr s/dckd.n r fcrs r crd fr.** Sqr f crr f c Y d prdcd Y. a prxy sr frgdss-f-f sp g ds*** i PPP nCR 2000 pss

    Wthn the Phlppnes, physcal space s unusually

    dverse. Seldom does a terrtory as small as thePhlppne Archpelago possess so many vared and

    unusual characterstcs [WS 1967].2

    The archpelago comprses 7,107 slands, spannng

    1,850 km. o ocean surace rom north to south, wth a

    total land area o about 300,000 sq. km. and a coastlne

    235, 973 km. long. islands are relatvely small, wth

    mountanous nterors and narrow coasts, although

    larger ones eature a broad array o hlls, plateaus,

    and plans. Approxmately 65 percent o the land area

    s consdered uplands, but there are also extensve

    lowlands on the largest slands.

    The country les n the humd tropcs, but temperatures

    and precptaton are not unorm: temperatures n the

    lowlands are not ound n the hghlands whle annual

    precptaton can range rom a low o 965 mm. n somesouthern places to over 4,265 mm. along certan eastern

    shores. lmatc varety s urther heghtened by alternatng

    cycles o drought and ood3 as well as by typhoons whch

    do not strke all areas equally.

    internatonal research fnds that geography plays a

    role n explanng the derent rates o recent economc

    growth across countres [GSM 1999; Sachs 2003; AJR

    2001, 2002; asterly and Levne 2003; and RST 2002]. The

    obvous queston then presents tsel: does geography

    also play a part n shapng local ncomes and outcomes

    wthn a country lke the Phlppnes?

    Table 1.1 strongly suggests that t does. it

    summarzes how much o nterprovnce varaton n

    human development outcomes (as descrbed n Part II)

    s explaned by actors related to geography. olumn 2

    o the table ndcates that varatons n clmate, slope,

    elevaton, sea- or landlockedness explan some 25

    percent o varaton n le expectancy across provnces;

    37 percent o the varaton n mean years o schoolng;

    and 32 percent o the varaton o per capta ncome

    across provnces. it also explans 47 percent o varatonn the ncdence o provncal ncome poverty. Altogether,

    as much as 34 percent o varaton n provncal HDis s

    assocated wth varyng geographc actors.

    Addtonal consderaton must be gven, however,

    to sptil dependence n provncal ncomes and outcomes.

    Spatal dependence occurs when observed values o

    some varable or one locaton seem to be related wth

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    s assocated wth a 0.5 percentage pont ncrease n the

    growth o per capta ncome o the home provnce.

    Some locatons exhbt strong local neghborhood

    eects over the perod: provnces n the Autonomous

    Regon n Muslm Mndanao (ARMM), or example, and

    a number o other provnces n Mndanao (Bukdnon,

    Lanao orte, Sultan Kudarat) are cold spots. On the other

    hand, Romblon and Marnduque are hot spots. astern

    Samar, Mndoro Occdental, and Zambales have low

    values but hgh-value neghbors.

    That geography matters s not to say that t defnes

    an nescapable destny. indeed, Table 1.1 suggests that

    large portons o the varaton n provncal ncomes

    and outcomes are stll unaccounted or by geographcal

    condtons. Moreover, Box 1.1 suggests that whle

    neghborhood eects are mportant, these may depend

    on somethng more than just beng near or ar rom a

    specfc locaton. in other words, whle physcal geography

    may be fxed, socoeconomc outcomes need not be.We thereore need to know the ollowng: through

    what channels does geography aect local outcomes?

    What are the opportunty costs o not ully takng

    condtons in sit nto account n the pursut o human

    development? How can nsttutons better ensure

    that challenges and opportuntes presented by local

    geography are addressed or leveraged?

    Figre 1.1 Linking geography an hman evelopment

    How oes geographyinflence hmanevelopment across thePhilippines?

    There are three routes by whch geography may be lnked

    to ncomes and outcomes [Figure 1.1]: drectly, through

    ts eect on human health and agrcultural productvty

    (Arrow 1); ndrectly, through ts nuence on dstance

    and the extent o market ntegraton (Arrow 2); and

    ndrectly agan, through ts nuence on the qualty o

    domestc nsttutons (Arrow 3).

    These lnks are not always undrectonal, however.

    For nstance, beng ntegrated nto markets can rase a

    localtys ncomes by encouragng specalzaton and the

    duson o technology (Arrow 4); but conversely, trade

    can be the result (rather than the cause) o ncreasedproductvty (Arrow 5). Better nsttutons can rase

    ncomes by acltatng more nvestment (Arrow 6), but

    better nsttutons can also evolve rom a drect demand

    or them due to a wealther, more educated, or more

    empowered ctzenry (Arrow 7). Better nsttutons can

    also evolve as ncreasng ntegraton creates pressure or

    more openness (Arrow 8).

    Source: Adopted from Rodrik and Subramanian [2003]

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    SPatial dpdc ccrs w bsrs f c dpd s f r cs. a c y

    g d g- gbrs, r w d w- gbrs, fr g rb. or y

    w d g- gbrs, r rrs. t p s csrs r bsrd sp rrg

    f rbs s byd w s b xpcd by cc .

    Sp crr c b srd sg mrs idx [mr 1950]. t rg f pssb s fr mrs Is

    fr -1 1, wr ps dcs crss ggrpc s, sr s r r ky dssr s

    bw gbrs, d c rs.

    mrs Ifr dcrs f dp d fr pry cdc r prsd Bx tb 1. a ps

    , wc s crss prcs, sr s bw gbrs (g-g r w-w) r r ky

    dssr s. W xcp f xpcd yrs f scg, s r sscy sgfc. (t s rss r

    grd fr rr yrs.)

    Box Table 1 Morans inices for HdI components an poverty incience

    Variable Morans I Sd z-stat p-vale*

    lf xpccy 2009 0.363 0.078 4.803 0.000

    m yrs f scg 2008 0.363 0.078 4.821 0.000

    expcd yrs f scg 2008 0.096 0.078 1.394 0.163

    Pr cp c 2009 ( nCR 2000 pss) 0.367 0.078 4.893 0.000

    hDi 2009 0.433 0.078 5.684 0.000

    Pry cdc 2009 0.544 0.079 7.044 0.000

    * tw-d s

    mrs Igs s sg gb rs fr w d s. hwr, ds prd fr crcrscs

    f sp csrg. a grpc yss ds s s mrs scrp. mrs scrp s fr qdrs, c

    qdr rprsg spcfc kd f sp ssc bw prc d s gbrs w rspc rb

    f rs. h s r rz w spy wgd rgs f gbrs s r rc.

    nPrcs Qdr i (hh) g s d g- gbrs.

    nPrcs Qdr iii (ll) w s d w- gbrs.

    nPrcs Qdr ii (lh) w s d g- gbrs.

    nPrcs Qdr iv (hl) g s d w- gbrs.

    i dd, srs f c sp crr (lSa) p dfy pcks f cs wr csdrd p- s xry prcd [o d G 2005]. Prcs w sgfc c sp crr Qdr

    i r kw s sps. ts Qdr iii r kw s cd sps. Prcs Qdrs ii d iv r p sp

    rs. 1

    Bx Fgrs 1 5 r mrs scrps fr c f rbs, ggg sps, cd sps, d sp rs.

    1 o d G [2005] (p://ssp2005.prc.d/bsrcs/51529).

    Box 1.1 Spatial epenence in HdI components

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    PhiliPPine human DeveloPment RePoRt 2012/2013 5

    Box Figre 1 Life expectancy (2009)obsrd s s. spy wgdrg f gbrs

    Box Figre 2 Mean years of schooling (2008)obsrd s s. spy wgdrg f gbrs

    Box Figre 3 Per capita incomeobsrd s s. spy wgdrg f gbrs

    Box Figre 4 HdI (2009)obsrd s s. spy wgdrg f gbrs

    Box Figre 5 Poverty incience (2009)obsrd s s. spy wgdrg f gbrs

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    Hman health

    Geography and health are ntrnscally lnked. Where

    persons are born, lve, study, and work drectly nuences

    ther health experences. Ths s due to the ar they

    breathe, the ood they eat, the vruses they are exposed

    to, and the health servces they can access [Drummer

    2008].

    The range and ntensty o dseases, especally

    vector-borne ones,4 are aected by natural condtons

    such as clmate and topography [Gallup and Sachs 2000].

    Such dseases contrbute sgnfcantly to the dsease

    burden n tropcal countres, whch on average have

    per capta ncomes only a thrd o those o nontropcal

    countres [Gallup 2000]. ross-country studes ndcate

    that envronments conducve to dseaseas represented

    by the prevalence o malarahave sgnfcant negatveeects on economc perormance [artensen and

    Gundlach 2006; and GS 2000].

    ill health can be expected to contrbute to

    mpovershment. it has been estmated that malara s

    responsble or around 46 mllon dsablty-adjusted

    le years5 (or DALY), .e., years o healthy or productve

    le lost due to llness, dsablty, and premature death.

    The estmated total burden on households can go up to

    a catastrophc 32 percent o annual ncome or the very

    poor.6 Schstosomass, on the other hand, s responsble

    or anywhere between 3 mllon and 70 mllon DALY.

    The costs o these and other chronc llnesses

    nvolve the drect monetary costs o mtgatng and

    managng recurrng sckness and the opportunty costs

    o lost schoolng or work or the ll or those who care or

    them. These costs can have longer-term mplcatons

    on a households economyts assets, ncome levels

    and consumpton patterns, debt, and lvelhood

    sustanabltyas well as on an ndvduals cogntve

    development, educaton levels, and lelong capabltes

    [Russel 2004]. The chronc nammatory processassocated wth long-term schstosomass, or example,

    contrbutes to anema and undernutrton, whch can

    lead to growth stuntng, poor school perormance, low

    work productvty, and contnued poverty [Kng 2010].

    Malara s the nnth leadng cause o morbdty n

    the Phlppnes and s ound n 58 out o 80 provnces,

    wth nearly 14 mllon people at rsk [DOH 2011].7 Most o

    the countrys malara cases occur n orested, swampy,

    hlly and mountanous regons n Luzon and Mndanao,

    and among upland subsstence armers, orest related

    workers, ndgenous peoples, and mgrant agrcultural

    workers. Schstosomass s endemc n 1,230 barangays

    across 28 provnces, wth approxmately 12 mllon at

    rsk and 2.5 mllon drectly exposed.Surpassed only by

    tuberculoss and malara n prevalence, transmsson o

    schstosomass s hghly dependent on the dstrbuton

    o ts ntermedate snal host, whch n turn s hghly

    dependent on annual ranall patterns and local

    topography [Belzaro et al. 2007; and Blas et al. 2004].

    Rce felds, streams, and creeks are potental breedng

    grounds, and rrgaton systems can transport hosts nto

    prevously nonendemc areas [Leonardo 2012]. Farmers,

    resh water fshermen, and chldren are especally

    vulnerable.Four other neglected tropcal dseases (TDs) are

    endemc to the Phlppnes and need to be accounted

    or [Maps 5 to 8]. Lke schstosomass, these TDs do

    not cause nstant death but chronc dsabltes and

    deormtes that hamper the growth and development

    o chldren, as well as the productvty o adults.8 The

    our are (a) lymphatc flarass (elephantass or tibk),

    the second leadng cause o permanent and long-term

    dsablty n the country, endemc n 43 provnces and

    nectng about 645,000 persons [DOH 2011]; (b) sol-

    transmtted helmnth nectons or STH (e.g., hookworm,

    tapeworm) whch nect about 66 percent o preschool

    chldren, 67 percent o school-age chldren, and up to

    43.1 percent o the general populaton at the provncal

    level;9 (c) oodborne trematode (FBT) nectons, the ull

    extent o whch s stll unknown but whose prevalence

    at the barangay level has been observed to be as hgh as

    36 percent;10 and (d) leprosy. Women and chldren lvng

    n remote areas or wthout access to eectve health care

    are most commonly at rsk to TDs.

    The ndvdual and household socoeconomc mpacto TDs s, sadly, understuded.11 One rare attempt to

    quanty local eects n our endemc barangays n

    Leyte provnce estmated the productve days lost per

    schstosomass-nected person per year to be 45.4

    person days, wth the dsease peakng among the 10-19

    age group [Blas et al. 2006].12 Flarass s estmated to

    account or $4.4 mllon n annual losses rom decreased

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    productvty and ncreased costs o care.13

    There are no estmates or the local mpact o

    STH, but nternatonal evdence ndcates t could deal

    a severe blow, especally at the most vulnerable stage

    o le. Results rom rgorous mpact evaluatons o

    benefts rom school-based mass dewormng are

    tellng: n the short term, a reducton o absenteesm

    by 25 percent and an addtonal year to the

    average chlds educaton ( dewormed throughout

    elementary school); n the long term, a 34 percent

    reducton n work days lost to llness, a 12 percent

    ncrease n hours worked, and an mprovement n

    wage earnngs (21-29 percent) [JPAL 2007; and Bard

    et al. 2011]. School-based mass dewormng has n

    act been descrbed as the most cost-eectve way to

    ncrease school partcpaton (o all the alternatves

    that have been rgorously evaluated) as well as oneo the most cost-eectve ways to mprove health

    known [JPAL 2007].

    Are malara and TD dsease burden assocated

    wth low levels o human development, and does t matter

    or the dspartes observed across the country? There

    s evdence or sayng, yes. A postve and sgnfcant

    correlaton exsts between the overlappngoccrrence o

    dseases, on the one hand, and poverty ncdence, on the

    other [PF 2011].14 That s, the presence o greater varety

    o tropcal dseases n a provnce over the last fve years

    s assocated wth a hgher ncdence o ncome poverty;

    less varety s assocated wth lower poverty ncdence.

    Put derently, tropcal dseases tend to overlap one

    another n areas where the ncdence o ncome poverty

    s hgher [Map 9]. it s surprsng, however, that no strong

    correlaton exsts between the recorded prevalence o

    any one dsease and an array o provncal or muncpal

    poverty ndcators.15

    The drecton o causaton may go ether way. On the

    one hand, the correlaton depcted n Map 9 may ndcate

    the cumulatve negatve eects on human productvtyand ncome that results rom chronc parastc nectons

    (o any type), whch oten co-occur.16 On the other hand, t

    could reect the obvous pont that poorer communtes

    are less able to elmnate or control dseases when these

    occur, or that poor lvng condtons (e.g., nadequate

    envronmental santaton, poor personal hygene)

    acltate the transmsson o certan parastes.

    Whle the latter nterpretaton s ar, t would

    be mstaken to conclude that rsng ncomes per se

    are sufcent to take care o these health threatsan

    nerence that removes the problem rom ts physcal

    context. in act, closer examnaton suggests that the

    overlappng occurrence o dseases s more strongly

    assocated wth geography than wth poverty ncdence.

    in partcular, geography explans twce the percentage

    o varaton n the occurrence o overlappng dseases

    than does ncome poverty [Table 1.2].

    Table 1.2 Variation in isease cont* per provinceexplaine (in percent)

    Correlate Ajste R2

    ic pry cdc (2009) 13.31

    Ggrpy (c, s ckd, dckd) 26.76

    * PeF [2011]Source: Authors computation

    Why the weak correlatons between poverty

    and specfc TDs? Ths may be an artact o poor or

    ncompatble data.

    Frst, survey-based poverty data may not be

    representatve at a scale wth enough detal to

    derentate specfc ecologcal condtons assocated

    wth vector-borne dseases. ommunty-based poverty

    data (.e., down to the barangay level), avalable, may

    provde a better resoluton, but then the qualty o

    avalable dsease data to correlate t wth s qute poor.

    The latter s attrbutable to how normaton s collected

    by local publc health servces, whch utlze more

    passve orms o communty survellance and whch may

    be lmted by manpower, resources, and accessblty

    o endemc stes (typcally ar rom health centers).17

    Sklled local health personnel who mght provde

    accurate dagnostc servces are also n short supply.One assessment showed that only 58.5 percent o the

    postve schstosomass specmens were correctly read

    by feld mcroscopsts [Belzaro et al. 2007]; n another,

    the extent o msdagnoss o an FBT ranged rom 16 to 25

    percent [Belzaro et al. 1997]. Renecton s also not ully

    accounted or [Belzaro et al. 2004]. in short, there may

    be gross underreportng as well as msdagnoss.18

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    Data avalable at natonal repostores are also o

    uneven qualty. Malara, whose reducton s an explct

    Mllennum Development Goal (MDG), and flarass,

    whose elmnaton was declared a prorty by the

    World Health Assembly n 1997, seem to be handled by

    programs that are relatvely stable n terms o undng,

    strategy, and protocols. Schstosomass, STH, and FBT

    have not been as ortunate, however.19 Schstosomass

    stll has no clear control strategy despte the avalablty

    o eectve control tools [Belzaro et al. 2007], and STH

    seems to be saddled wth coordnaton problems n

    program mplementaton (e.g., the coverage o publc

    school-based dewormng n 2011 was only 70 percent)

    and data storage (avalable STH data are regonal and

    o vntage 2004). o database exsts or FBT although

    a frst natonal baselne or FBT s scheduled or 2013

    [Hernandez, personal communcaton].Poor dsease data also seem to be a drect result o the

    nadvertent breakdown o the publc health normaton

    system ater the devoluton o health servces n 1991.

    What used to be a coherent management normaton

    system that owed rom barangay health statons (BHS)

    to muncpal-level rural health unts (RHU), to dstrct and

    provncal health ofces, then urther up to the regonal

    and natonal levels, was cut n two places: between

    the RHUs and dstrcts and between the provnce and

    regonal centers [Box 1.2].

    That gatherng better data s a crucal frst step s

    demonstrated by the act that when data rom a 2005-

    2008 schstosomass survey were used, whose desgn

    attempted to actor n the ocal and nonrandom nature o

    the paraste across provnces, apostve assocaton wthncome poverty dd emerge [Table 1.3]. The stronger

    assocaton wth geography stll remaned, however,

    and revealed a sharper pcture, one whch supported

    questons about the valdty o the tradtonal profle

    o a schstosomass endemc provnce [Leonardo et

    al. 2012].20

    Lnks wth hydrologcal (e.g., rrgaton) andsocoeconomc (e.g., ertlzer trade) connectvty were

    also hghlghted as was ts co-occurrence wth STH and

    FBT nectons.

    ven so, the ocal and nonrandom nature o the

    paraste within provnces may stll not have been

    captured by the survey.21 The derved prevalence or

    Agusan del Sur was only 3.9 percent, ar lower than the

    derved prevalence o 31.8 percent rom a survey n two

    muncpaltes o the same provnce surveyed at about

    the same tme [Belzaro et al. 2007]. The result o such

    underreportng at the scale where t counts s not just an

    underestmaton o the magntudes o the dsease, but an

    nattenton to ts loctions, whch then become the bassor polcymakng, plannng, and und allocatons.22

    Threats to human health are ste-specfc and

    have potentally large human development costs. But

    ther ull extent s under-apprecated. These threats

    have spatal peculartes ndcatng that rsng ncomes

    alone wll not sufce n ther control or elmnaton.

    important ntrasectoral and ntersectoral spllovers are

    also nvolved n ther persstence.e., spllovers n the

    prevalence o derent dseases, cross-dsease control,

    envronmental health, and agrcultural nterventons

    as well as n ther mpacts, e.g., across health, educaton

    perormance, and lvelhood. Spllovers must be taken

    nto account n consderng any publc health approach.

    The mplcaton s that actons must be drect and

    ntegratedlocally. integrated because ths s what

    efcency demands, n the lght o spllovers; and locally

    ntegrated, not only or practcal reasons23 but because

    provnces have the most at stake n seeng ntegraton

    succeed. urrently, however, provnces have lttle to

    do wth the plannng or or delvery o qualty basc

    qualty health servces (as dscussed urther below).Moreover, natonal-level agents nterpret ntegraton

    as co-mplementaton across dsease control programs

    [Hernandez, personal communcaton], an nterpretaton

    that at best ams to reduce operatonal waste and save

    on costs across vertcally organzed natonal health

    programs.

    But ntegraton can ental and acheve ar more

    Table 1.3 Variation in schistosomiasis prevalence

    explaine* (in percent)

    Correlate Ajste R2

    ic pry cdc (2009) 5.41

    Ggrpy (c, , sckd,dckd)*

    15.67

    * Scssss prc fr lrd . [2012]Source: Authors computation

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    varaton n precptaton has a partcularly proound

    eect upon the dstrbutonal patterns o the natural

    vegetaton, the qualty o tropcal sols, and even

    the cultural landscape [WS 1967:46]. Based on the

    dstrbuton o ranall n the country, our broad clmate

    types can be delneated [Map 10]. But varatons can

    stll occur wthn each type because o such actors as

    elevaton. lmate and parent-sol materal gve the

    Phlppnes a wde range o sols, some o whch are very

    rch and some qute poor.24 rops n turn are selected on

    the bass o water avalablty (e.g., rce versus corn), and

    crop choce determnes croppng systems and assocated

    cultural patterns.

    verythng else beng equal, clmate and sols

    determne an areas agrcultural prospects, .e., tscomparatve advantage or dsadvantage wth respect to

    types o crop. The mplcatons o a broad range o natural

    varaton can thereore be crtcal or an agrculturally

    orented populaton.

    As an llustraton, Map 11 presents one possble

    mappng o agro-ecologcal zones (AZs) across the

    country based on temperature, mosture, slope,

    Box 1.2 A isjoint pblic health information system

    The sys s p 1960s frd

    fw f fr fr brgy ss

    (BhS) cr ffc f Dpr f

    h css w cry gd pbc

    sys [Bx Fgr 6]. W srcs wr

    dd c grs 1992, fr ks

    wr srd (bd, dsd s): bw rr s

    (Rhu) d ffcs dsrcs d prcs, d

    bw dsrc/prc ffcs d Dohs rg

    ffcs d cr ffc.

    h srcs f dpd csb crr d

    gy rbzdfc dpdy f prc

    y r ggrpcy cd d fr s cssry srd.

    Box Figre 6 Assignment of health fnctionsan health information links

    hard and strategc choces are made to nternalze ntra-

    and ntersectoral spllovers wthn and across localtes.

    Beyond the possble savngs or natonal programs, an

    ntegrated approach can potentally delver mproved

    educaton results, hgher adult productvty, overall local

    growth, and human development.

    Agricltral proctivity

    Geography s drectly ted to agrcultural prospects

    through landorms, topography, temperature, and

    precptaton, whch combne to determne clmate and

    sol types. Geography thus has ts greatest mpact at

    low levels o development, when tradtonal agrculture

    domnates a local economy [Gallup 2000]. in thePhlppnes, the ncdence o ncome poverty s three

    tmes greater among agrcultural households than

    among all other households combned; two o every three

    ncome-poor persons depend drectly on agrculture or

    employment and sustenance. The low ncomes observed

    prmarly reect low productvty.

    O the many eatures o Phlppne geography,

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    elevaton, and sol order. Methodologcally, temperature

    and mosture ndces were combned to defne seven

    agro-clmatc zones, whch were n turn cross-tabulated

    wth our agro-edaphc zones defned rom combnatons

    o topography and sol order categores [Box 1.3]. The

    combnaton produces 26 categores or the Phlppnes

    AZs, provdng an ecology-based dvson o space,

    emphaszng general sutablty or agrculture or

    potental or agrculture [Manla Observatory 2012]. The

    shares o each o the resultng AZs n total land area

    range rom 0.07 to 19.53 percent, wth the three largest

    shares gong to zones characterzed by crtcal sols

    requrng ntensve management.25 indeed, 53 percent o

    the sols across the Phlppnes are such crtcal sols.

    it s mportant to note that these AZs do not clam

    to mply a specfc crop or development potental n the

    sense o the best use o land [ibd.]. Further layers onormaton are requred or ths purpose.26 Map 11 s

    smply one pcture o relatve terrestril condtons at the

    meso level, based on bophyscal condtons measured

    over a long perod.

    onetheless, at least one mportant pont s revealed:

    there s a wde varety o AZs across the country whch,

    even when delberately lmted to a manageable number,27

    do not neatly correspond to admnstratve dvsons.

    That s, there may be AZ homogenety across an area

    lke the entral Plan o Luzon, or AZ heterogenety

    wthn an sland or a provnce, such as n egros Orental

    or astern Samar. in act, types o AZ are not unormly

    dstrbuted across space, mplyng that strategc areas

    or specfc agrculture may not be ether. it s not even

    clear that all admnstratve dvsons have an area that

    s strategc agrculturally.

    On ths bass alone, t can be argued that land-

    based agrcultural prospects are to be realzed, then

    no one-sze-fts-all approach to producton and

    arm management wll work. instead, a wde range o

    technology and approaches must be made avalablethrough hghly customzed agrcultural extenson

    servces that can be matched wth ndvdual arms

    [Ponce 2006].

    Unortunately, governance o the agrcultural sector

    s currently unable to aord extenson servces o ths

    knd. Rather, extenson servces are hghly centralzed

    and perunctorly conceved, wth practcally no budget

    or the development o extenson sklls among local

    government personnel or extenson acltes, or the

    mprovement o organzatonal management [Ponce

    2006]. Meanwhle, the sector contnues to nvest heavly

    n the provson o producton support n the orm

    o subsdzed seeds, ertlzers, machnery, and post-

    harvest aclteswhch are bascally prvate goods

    whose allocaton across local governments has lttle

    ratonal bass.

    The alure to provde customzed extenson

    servces to help local arms respond to vared bophyscal

    condtons causes the persstently large varablty n

    rce yeld per hectare wthn and between producton

    envronments (.e., rrgated, ran-ed, upland). Ths

    varablty s seen n Table 1.4, whch shows average gaps

    n rce yelds across the country and the actors that have

    been dentfed as explanng such gaps.The table ndcates that yeld gaps are about fve

    tons per hectare n the wet season to about sx tons

    per hectare n the dry season, wth about one-thrd

    accounted or by the alure to address mcronutrent,

    pest, and crop management problems; another thrd

    due to the alure to address macronutrent defcences

    and water problems; and the fnal thrd because o the

    alure to work around fxed actors such as weather,

    sol texture, and hydrology (oodng). The opportunty

    cost o ths last category s thus a 25 percent ncrease n

    yeld per hectare oregone. Overall, the opportunty cost

    o alng to provde customzed extenson servces can

    amount to a 150 percent ncrease n yeld oregone.

    More undamentally, the undue ocus on rce at

    the expense o other mportant crops and sources o

    protenthe explct pursut orice self-sfciency tsel

    reects a dsconnect between the overarchng goals o

    human development and ts nsttutonal embodment

    n the agrcultural sector. Bascally, sector goals mss

    the mark by ocusng on rce sel-sufcency at all

    costsrather than on cost-eectveood securty. Thsmsdrected ocus on producton rather than on arm

    ncomes then becomes translated nto napproprate

    strateges, .e., strateges that are overly centralzed,

    vertcally organzed by commodty, and domnated by

    rce. it s ultmately reected n aulty budget allocatons,

    such as allocatons or producton nputs rather than or

    technology and other publc goods.

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    ven Republc Act 8435, the Agrcultural and

    Fsheres Modernzaton Act (AFMA), defned ood

    securty as avalablty, adequacy, accessblty, and

    aordablty o ood supples at all tmes but went on

    to emphasze sufcency n our staple ood, namely

    rce and whte corn, whch subsequently eclpsed all

    other concerns o the law.28 oherence and ocus n an

    agencys operatons requre coherence and clarty n

    ts organzaton, somethng that has so ar eluded the

    Department o Agrculture (DA), however [Box 1.4].

    The commodty approach to agrculture s

    especally dsconnected wth realtes on the ground

    one notes that local armers are typcally engaged n a

    mult-commodty actvty [Table 1.5] desgned manly

    to mnmze rsk, a strategy that provdes access to

    a secure ood source n tmes o clmatc adversty

    [Banko 2007]. Ths dsconnect s bound to be magnfedby the mpacts o clmate change.

    The commodty approach also neglects fsheres,

    partcularly muncpal fsheres, and o coastal resource

    management more generally. Muncpal fsheres

    account or 85 percent o fsheres employment, and

    ther contrbuton to total fsheres producton n terms

    o both volume and value has dropped progressvely n

    recent years [AFMP 2010]. Fsherolk suer the hghest

    poverty ncdence among nne basc sectors, .e., 41.4

    percent n 2009, an ncrease rom 35 percent n 2003 and

    a fgure hgher than or armers (36.7 percent) and the

    general populaton (26.5 percent).29

    The proxmate cause o ths deteroraton

    seems to be overfshng brought about by coastal

    area degradaton, among others, whch n turn s

    lnked to what s done on land and oten n the

    name o agrcultural development (e.g., clearng o

    mangroves or fsh or shrmp ponds and other agro-

    ndustral ventures). Fshery resources provde the

    most mportant source o proten or most people, and

    coastal ecosystems provde the breedng and eednggrounds or marne le. However, ther crtcal role

    n peoples health and economc well-beng does not

    seem to count or much, even wthn that sector.30

    That the current approach to agrculture s ar rom

    the mark s not hard to see. Between 2001 and 2010,

    rce support clamed 47 percent o the budget o P52.8

    bllon (excludng rrgaton).31 Durng the same perod,

    Table 1.4 Average rice yiels across the Philippines

    Average grain yiel (t/ha/season)*

    Constraints an their opportnity costs (interms of yiel increase)

    Wss

    Dryss

    Csrs oppry cs

    8.13** 10.17** Sd qy, c

    6.51 8.13

    Fxd fcrs sc sry, c, sxr, ydrgy (.g.,fdg)

    25%

    4.88 6.10mcrrsdfccs d wrprbs

    33%

    3.25 4.07

    S crrdfccs, pssd crp gprbs

    50%

    * Average across hybrid seeds, certified seeds, and good seeds** Maximum attainable yield fluctuates from year to year by +- 10 percent.Source: Table 3.2, Sebastian et al. [2006]

    however, sel-sufcency n rce even declned by 10

    percentage ponts rom 91.29 percent to 81.27 percent

    [Figures 1.2 and 1.3]. in 2011, rce clamed an even larger

    slce o the pe (52.4 percent), and a sharp percentage

    pont ncrease n the sel-sufcency rato was recorded.

    However, the latter was acheved only by holdng down

    mports to one-thrd ts level n 2010 and then drawng

    down the countrys rce stocksan unsustanable

    strategy.32 onversely and unsurprsngly, support to

    subsectors where poverty ncdence s much hgher, such

    as fsheres and coconut, was crowded out [Figure 1.4],

    and potental reductons n overall poverty ncdence

    approaches had been more crop-neutralwere oregone

    [Figure 1.5].33

    in short, the sngle commodtyproducton ocus

    has been costly, has undermned ood securty, and has

    ultmately been antpoor [Pars and Antporta 2006].

    As n the case o health, an ntegrated area

    approach s needed n order to rase arm productvty

    and mprove ood securty. The dawnng realzaton

    o the eects o clmate change s a urther reason toserously doubt the eectveness o the current crop-

    based, centralzed approach to agrculture, and ndeed

    o current plannng practce n general [Box 1.5]. The

    nature o agrculture requres plannng along agro-

    ecologcal zones whch, n an archpelagc context,

    must also nclude marne ecosystems as well as

    orests, water, and other natural resources that are

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    Box 1.3 Conceptal framework for eveloping agro-ecological zones

    AS bckgrd ppr fr s ,

    m obsrry ws d fr

    ecgy-bsd sp frwrk fr

    r hDi yss. a df f gr-

    cgc zs (aeZs) ws cd by wy f xp (k

    fr p://rscc.rg) fwd by qs:

    G ggrpc r fd crss cry, c

    cgy-bsd ds f spc sc s aeZ ccp

    b r sf fr rprg hDis d frg pcy? t

    sdy ws cd df f aeZs r r

    cgy-bsd sp frwrk r Ppps

    s w s ccpyg cc dscss f rbs

    d s.t ccp d dgc frwrk fy

    prpsd by m obsrry s prsd Bx Fgr

    7. i fcsd rgg w wr cd gr-cc d

    gr-dpc zs. a prry s f rbs fr c

    yp f z ws scd d cbd p fr.

    t cc f s prry s f rbs ws y

    drd by r by spf fr, wc s

    prprry arcvw/arcGiS. t rss r rsbdry

    aeZs spg cry [m obsrry 2012:7].

    Fr gr-dpc rbs, wd d pd rs

    wr grzd sg crr f p 100

    fr wd rs, w r sp csss wr spcfd

    bsd 1991 cssfc f Fd d agrcr

    orgz r Fao: gy dg (0-8 prc),

    rg y (8-30 prc), d spy dsscd

    s (> 30 prc). S rdr dfs fd

    2011 ecycpd Brc wr sd d grpgs wr

    gdd by B . [2006].

    Fr gr-cc rbs, y sfr r rbs fr Cc Rsrc u t-

    srs ds rs 3.1 (CRu tS3.1) wr sd.

    t f s f ps d cc s, g w

    cs fr rwrs, c b dwdd fr hDn

    wbs (p://www.d.rg.p).

    Box Figre 7 AEZ framework

    Temperatre Moistre inex Soil orerTopography:

    elevation, slope

    Agro-eaphic zones

    AGRO-ECOLOGICAL ZONES

    Climate anmoistre regimes

    (Agro-climatic zones)

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    central to the vablty o agrcultural assets. Plannng

    clearly cannot be done on a per-crop or per-commodty

    bassagan a vertcally organzed approachnor by

    muncpaltes, whch are too small geographcally to

    horzontally ntegrate mportant components. instead,

    ths ponts to the provnce as the plannng doman,

    supported by natonal servces organzed along

    unctonal (research and development, extenson, and

    regulaton) lnes.

    Accessibility an market integration

    The nature o geographc advantage n economc terms

    changes over tme [Gallup and Sachs 1999]. As an

    economy develops and expands nto manuacturng

    and servces, geographcal advantage may no longer

    come rom agrcultural productvty but rom distnceor access to markets. Dstance here reers to somethng

    more than physcal (or straght-lne) dstance. it s

    the ease or dfculty by whch labor moves, goods are

    transported, and captal ows and servces are delvered

    between two locatons [WB 2009].34 Access to places

    wth the greatest economc densty or hghest market

    potental.e., leding placess crucal or trade and or

    the compettveness o an areas ndustry and servces.

    Lgging areas are typcally economcally dstant rom

    such leadng places.

    Topography and landorms help determne how

    accessble an area can be [Gallup 2000]. internatonal

    studes have ound that coastal regons or regons lnked

    to coasts by ocean-navgable waterways are strongly

    avored n development relatve to nteror regons, whle

    landlocked economes are dsadvantaged even located

    the same dstance rom the coast as nteror areas o

    coastal regons.35

    The selecton o Manla as the economc center and

    admnstratve captal o the Phlppnes s consstent

    wth ths story: ts harbor and the commercal poston ots port wth respect to the hna trade were o greatest

    nterest to the Spansh conqustadors. Manlas poston

    as a natural transportaton center or both overland

    and water-based connectons to mportant parts o the

    archpelago also made t a strategc choce [WS 1967].

    What currently makes the rest o the Phlppne

    provnces or muncpaltes more or less dstant, however,

    Table 1.5 Farmers/farmer operatorsby type of activity (2002)

    Crop farming Nmber of farmersShare to total

    farmers*

    Rc 2,152,289 44.9

    Cr 1,460,318 30.4

    Sgr 167,923 3.5

    Cc 2,607,825 54.4

    mg 1,975,946 41.2

    B 2,286,597 47.7

    Ppp 140,058 2.9

    Rbbr 38,190 0.8

    Cff 273,156 5.7

    Livestock anpoltry raising

    Nmber of growers Share to totalgrowers**

    C 924,631 22.5

    Crb 1,525,195 37.1

    hgs 2,058,950 50.1

    G 659,771 16

    hrs 228,013 5.5

    or sck 66,011 1.6

    Cck 3,465,235 84.3

    Dck 437,790 10.6

    or pry 31,419 0.8

    * Total number of crop farmers is 4,796,995** Total number of growe rs is 4,112,84 0Shares exceed 100% in both cases owing to multiple activities.Source: Abad Santos and Piza [2009], based on Census of Agriculture 2002, NationalStatistics Office

    nvolves more than just havng a coast or not. Beng n an

    archpelago, 65 out o 80 provnces, coverng 82.7 percent

    o ctes and muncpaltes, do have coasts. But these

    provnces nclude sland provnces, such as Batanes andRomblon, as well as provnces on the ar eastern sde such

    as Qurno, Quezon, astern Samar, and Surgao del Sur,

    where access s lkely to be seasonal or tme-ntensve. ot