crecimiento desarrollo humanoevidencia e implicancias

Crecimiento y Desarrollo Humano:Evidencia e Implicancias

Fernando Vsquez

Foro Anual de EconomaColegio de Economistas de Lima

Las expresiones vertidas en esta presentacin no representan necesariamente las del Banco Central de Reserva del Per

ESQUEMACrecimiento y Desarrollo HumanoDefinicionesCanales de InteraccinEvidencia reciente en Amrica LatinaEvidencia en el PerAgenda pendiente

Implicancias de Poltica

Desarrollo HumanoEl desarrollo humano consiste en la ampliacin de las capacidades y oportunidades de las personas en los diversos aspectos que implica la interaccin humana y el incremento de opciones que la misma tiene para vivir de acuerdo con sus valores y aspiraciones.

Sin embargo, las oportunidades del ser humano pueden ser infinitas y cambiar con el tiempo. No obstante existen dimensiones de la misma que son esenciales para la vida. Amartya Sen propone identificar los niveles mnimos aceptables para desarrollar ciertas capacidades bsicas por debajo de los cuales se considera que las personas padecen de privaciones escandalosas (Sen 1998:67).

Ello puede traducirse en la satisfaccin de necesidades bsicas primarias alimentos, vestidos, vivienda, cuidado de la salud- que son, a su vez, insumos vitales para el funcionamiento y desarrollo de las capacidades de la persona. Necesidades y capacidades consideradas bsicas y sobre las cuales existe consenso internacional.

NDICE DE DESARROLLO HUMANOEl Programa de Naciones Unidas para el Desarrollo (PNUD) con el fin de medir lo que considera capacidades humanas vitales, ha desarrollado el ndice de Desarrollo Humano (IDH). Se parte de la premisa que si no se poseen estas oportunidades esenciales, muchas otras alternativas continuarn siendo inaccesibles. Si bien el desarrollo humano es un proceso complejo y multidimensional, tres indicadores que miden aspectos importantes de la vida de toda persona son utilizados para elaborar el IDH: la esperanza de vida al nacer (indicador de la longitud de la vida),

el logro educativo producto de la suma de la tasa alfabetismo y de la asistencia a la educacin bsica, y

el ingreso familiar per cpita .

Canales de Interaccin :Desarrollo Humano y crecimiento econmicoDESARROLLO HUMANOAptitudes de trabajadores, administradores y empresariosEleccin de tecnologa; investigacin y desarrollo, y adaptacin e innovacin a nivel local.Volumen y composicin de las exportaciones y del productoPBI PER CPITACADENA BIngresos de los hogares y tasas de pobrezaCoeficiente de gasto del gobierno (central y local)CADENA AModalidades y distribucin del gasto de los hogaresAsignacin de recursos al desarrollo humano y coeficientes de prioridadFuncin de mejora del desarrollo humanoBasado en G. Ranis (2004)

Evidencia en Amrica LatinaExiste una clara relacin positiva entre el desarrollo econmico y el desarrollo humano en los pases de Amrica Latina.

Grfico1

0.8780

0.8660

0.8650

0.8540

0.8540

0.8440

0.840

0.8130

0.8070

0.8060

0.8060

0.7610

0.7470

0.7290

0.7040

PBI pc

IDH

Pases de Latinoamrica (2007)

Bolivia

Ecuador

Per

Venezuela

Mxico

Uruguay

Chile

LATAM

2007IDHPBI per cpita (USD)Esperanza de vida al nacer (aos)Alfabetismo (%)PBI per cpita ( PPP USD)

Chile0.8789,87878.596.513,880

Argentina0.8666,64475.297.613,238

Uruguay0.8656,96076.197.911,216

Mxico0.8549,7157692.814,104

Costa Rica0.8545,88778.795.910,842

Venezuela0.8448,29973.695.212,156

Panam0.845,83375.593.411,391

Brazil0.8136,85572.2909,567

Colombia0.8074,72472.792.78,587

Per0.8063,8467389.67,836

Ecuador0.8063,33575917,449

Paraguay0.7611,99771.794.64,433

El Salvador0.7472,97371.3825,804

Bolivia0.7291,37965.490.74,206

Guatemala0.7042,53670.173.24,562

LATAM

IDH

PBI pc

Pases de Latinoamrica

Chile

Uruguay

Mxico

Venezuela

Per

Ecuador

Bolivia

Per

&A

Page &P

PBI pc

IDH

IDH dpto hist

2007

IDHEsperanza de vida al nacer (aos)Alfabetismo (%)Escolaridad (%)Logro educativo (%)NUEVOS SOLESNUEVOS SOLES

DepartamentosPBI pc (precios corrientes)HABITANTESPBI valores a precios corrientes

Per0.8067389.685.7190.4811.60711,607.1826536373308012401

Amazonas0.573672.488.0478.5684.884.5424,541.813760001707719

Ancash0.599672.3487.5886.3187.1515.75315,753.20106400016761404

Apurmac0.56171.7778.3289.9182.193.3563,355.634041901356311

Arequipa0.647973.5195.8790.7394.1614.86114,860.93115230317124298

Ayacucho0.561770.9282.286.6283.674.5294,529.056124892773994

Cajamarca0.563372.0782.8679.6481.785.5185,518.4413880007659597

Cusco0.579670.7686.0787.686.588.2448,244.0311714039657078

Huancavelica0.539369.9579.8986.7582.185.8225,822.334550002649161

Hunuco0.566371.5283.3881.7482.833.9123,911.707622232981591

Ica0.652875.9197.1689.7394.6911.61211,611.727119328266754

Junn0.600471.892.4286.2290.358.6318,630.58122547410576552

La Libertad0.62173.5491.9282.0388.629.1009,099.61161705014714521

Lambayeque0.617973.5493.4885.3390.767.1167,116.1211130007920240

Lima0.678875.6797.989.1494.9817.67117,671.328445211149237986

Loreto0.589370.3394.5479.289.427.4977,497.098917326685393

Madre de Dios0.630471.6496.7683.3192.2711.71111,710.941095551282992

Moquegua0.653275.1395.2691.0593.8637.21837,218.181615336011964

Pasco0.589271.9291.7185.0189.4721.77721,776.892804496107307

Piura0.597971.7490.7682.3687.968.6358,634.72167631514474517

Puno0.561168.5587.7686.4887.335.3385,337.9012684416770811

San Martn0.590272.492.2677.6787.44.7844,783.927288083486558

Tacna0.647474.1596.3489.7194.1318.15018,150.352888005241822

Tumbes0.649475.296.5985.3892.867.4957,494.632003061501219

Ucayali0.602271.1995.280.2290.217.0877,086.774321593062612

26,536,373308,012,401

Apurmac3356

Hunuco3912

Ayacucho4529

Amazonas4542

San Martn4784

Puno5338

Cajamarca5518

Huancavelica5822

Ucayali7087

Lambayeque7116

Tumbes7495

Loreto7497

Cusco8244

Junn8631

Piura8635

La Libertad9100

Ica11612

Madre de Dios11711

Arequipa14861

Ancash15753

Lima17671

Tacna18150

Pasco21777

Moquegua37218

IDH dpto hist

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

PBI pc vs. Esperanza de vida

PBI pc (miles de soles) vs. Esperanza de vida (aos)

Cusco

Hunuco

Ica

Lima

Moquegua

Pasco

Puno

Tumbes

Grf. histo.

NDICE DE DESARROLLO HUMANO, 1993 - 2007

19932000200320052007

IDHOrdenIDHOrdenIDHOrdenPBIPoblacionPBI pcIDHOrdenPBIPoblacionPBI pcIDHOrden

Amazonas0.4678180.5147180.5019201,079,511364626.72.96059249980.5535171,369,478370484.03.69645614630.573618

Ancash0.5344120.5774110.5577138,107,3411034209.97.83916394920.57761111,210,5381050823.510.6683363160.599612

Apurmac0.3962230.4571240.487722890,540397558.02.24002538640.5209231,097,660400744.82.73904975730.561023

Arequipa0.650330.635250.652649,965,6821074513.09.27460325950.6463412,395,6741109172.511.17560506910.64795

Ayacucho0.4220220.4882220.5095191,684,013572146.62.94332417830.5280221,977,406589439.83.35472110830.561721

Cajamarca0.4505190.4946200.4910216,348,8341351030.84.69925185220.5400197,739,0141370011.45.6488681830.563320

Cusco0.4780170.5371170.5112184,383,6331125233.43.89575439860.5377206,981,8061145578.86.09456659190.579617

Huancavelica0.3671240.4598230.4641241,869,440433776.34.30968647060.4924242,194,881444249.44.94065011740.539324

Hunuco0.4471210.4939210.4760232,038,798729607.52.79437633470.5311212,328,741745747.23.12269504440.566319

Ica0.643940.666730.662034,781,923663366.57.20856913560.648136,518,664684764.09.51957740770.65283

Junn0.5430100.5779100.595596,209,1201167027.35.3204580290.5922107,456,7121195204.16.23886104570.600411

La Libertad0.575490.613390.5851118,939,1951503187.85.94682503310.6046810,515,4601554730.66.76352531180.62108

Lambayeque0.590980.625160.616565,521,7781047982.65.26895947470.627166,230,2901075407.35.79342364650.61799

Lima y Callao0.682720.744010.71891101,675,6807784864.113.06068791420.70391119,123,4548099372.614.70773852320.67881

Loreto0.5278140.5634160.5248164,633,875821531.35.64053359840.5660165,658,586851372.66.64642702630.589315

Madre de Dios0.595670.620670.60108717,77094510.17.59463667040.59979973,583101241.69.61643237160.63047

Moquegua0.620850.666140.649952,708,803150839.717.95815829360.643554,654,282155705.229.89163366140.65322

Pasco0.5233160.5748120.5908102,096,401262630.47.98232455260.5752132,910,225270568.410.7559681170.589216

Piura0.5329130.5506160.5557148,685,1031579711.55.49790455380.57141511,179,4481621051.06.89641983440.597913

Puno0.4500200.5115190.5495154,460,9221204633.33.70313675430.5468185,286,9801231281.04.29388567660.561122

San Martn0.5356110.5528150.5247172,275,302673372.53.37896474910.5735142,873,191700576.84.10117939110.590214

Tacna0.711510.680520.665422,692,344266228.410.11291127780.668523,775,693276984.013.63144763550.64746

Tumbes0.610260.620180.60957986,168185869.55.30570052120.616971,331,001192621.06.90994598320.64944

Ucayali0.5251150.5650130.5629122,038,968391330.55.21034796860.5760122,555,668408738.46.2525757490.602210

Fuente: PNUD, Informe sobre Desarrollo Humano. Per 2009, 2009.

PROM0.53680.57460.56930.58500.6031

GRFICOS

Ao2003200320052007

IDHPBIIDHPBIIDHPBI

ReginIDHPBI per capita

Amazonas0.50192960.5925Amazonas0.5029610.5536960.574542

Ancash0.55777839.1639Ancash0.5678390.58106680.6015753

Apurmac0.48772240.0254Apurmac0.4922400.5227390.563356

Arequipa0.65269274.6033Arequipa0.6592750.65111760.6514861

Ayacucho0.50952943.3242Ayacucho0.5129430.5333550.564529

Cajamarca0.49104699.2519Cajamarca0.4946990.5456490.565518

Cusco0.51123895.7544Cusco0.5138960.5460950.588244

Huancavelica0.46414309.6865Huancavelica0.4643100.4949410.545822

Hunuco0.47602794.3763Hunuco0.4827940.5331230.573912

Ica0.66207208.5691Ica0.6672090.6595200.6511612

Junn0.59555320.4580Junn0.6053200.5962390.608631

La Libertad0.58515946.8250La Libertad0.5959470.6067640.629100

Lambayeque0.61655268.9595Lambayeque0.6252690.6357930.627116

Lima y Callao0.718913060.6879Lima y Callao0.72130610.70147080.6817671

Loreto0.52485640.5336Loreto0.5256410.5766460.597497

Madre de Dios0.60107594.6367Madre de Dios0.6075950.6096160.6311711

Moquegua0.649917958.1583Moquegua0.65179580.64298920.6537218

Pasco0.59087982.3246Pasco0.5979820.58107560.5921777

Piura0.55575497.9046Piura0.5654980.5768960.608635

Puno0.54953703.1368Puno0.5537030.5542940.565338

San Martn0.52473378.9647San Martn0.5233790.5741010.594784

Tacna0.665410112.9113Tacna0.67101130.67136310.6518150

Tumbes0.60955305.7005Tumbes0.6153060.6269100.657495

Ucayali0.56295210.3480Ucayali0.5652100.5862530.607087

GRFICOS

0.50190.55770.48770.65260.50950.4910.51120.46410.4760.6620.59550.58510.61650.71890.52480.6010.64990.59080.55570.54950.52470.66540.60950.5629

Amazonas

Ancash

Apurmac

Arequipa

Ayacucho

Cajamarca

Cusco

Huancavelica

Hunuco

Ica

Junn

La Libertad

Lambayeque

Lima y Callao

Loreto

Madre de Dios

Moquegua

Pasco

Piura

Puno

San Martn

Tacna

Tumbes

Ucayali

IDH

PBI pc

IDH vs. PBI pc

Hoja1

PBI pc

IDH

Departamentos (2003)

Ancash

Apurmac

Arequipa

Cusco

Huancavelica

Ica

Lima

Loreto

Moquegua

PBI pc

IDH


Ancash

Apurmac

Arequipa

Huancavelica

Lambayeque

Lima

Moquegua

San Martin

PBI pc

IDH


San Martn

Pasco

Moquegua

Lima

Ica

Huancavelica

Cusco

Apurmac

Ancash

ESPERANZA DE VIDA VS. PBI

ALFABETISMO

PER

2007

0.8780

0.8660

0.8650

0.8540

0.8540

0.8440

0.840

0.8130

0.8070

0.8060

0.8060

0.7610

0.7470

0.7290

0.7040

PBI pc

IDH


Chile

Uruguay

Mxico

Venezuela

Per

Ecuador

Bolivia

0.5019

0.5577

0.4877

0.6526

0.5095

0.491

0.5112

0.4641

0.476

0.662

0.5955

0.5851

0.6165

0.7189

0.5248

0.601

0.6499

0.5908

0.5557

0.5495

0.5247

0.6654

0.6095

0.5629

PBI pc

IDH


Ancash

Apurmac

Arequipa

Cusco

Huancavelica

Ica

Lambayeque

Lima

Loreto

Moquegua

0.5535

0.5776

0.5209

0.6463

0.528

0.54

0.5377

0.4924

0.5311

0.6481

0.5922

0.6046

0.6271

0.7039

0.566

0.5997

0.6435

0.5752

0.5714

0.5468

0.5735

0.6685

0.6169

0.576

PBI pc

IDH


Ancash

Apurmac

Arequipa

Huancavelica

Lambayeque

Lima

Moquegua

San Martin

0.5736

0.5996

0.561

0.6479

0.5617

0.5633

0.5796

0.5393

0.5663

0.6528

0.6004

0.621

0.6179

0.6788

0.5893

0.6304

0.6532

0.5892

0.5979

0.5611

0.5902

0.6474

0.6494

0.6022

PBI pc

IDH


Ancash

Apurmac

Cusco

Huancavelica

Ica

Lambayeque

Lima

Moquegua

Pasco

San Martn

Tumbes

4.5418058511

15.7531992481

3.355627304

14.8609332788

4.529051134

5.5184416427

8.2440270342

5.8223318681

3.9117043175

11.6117185349

8.6305804938

9.099607928

7.1161185984

17.6713152578

7.49708769

11.7109397106

37.2181783289

21.7768899158

8.634723784

5.3378998314

4.7839183983

18.1503531856

7.4946282188

7.0867713041


Esperanza de Vida

PBI pc


Cusco

Hunuco

Ica

Lima

Moquegua

Pasco

Puno

Tumbes

4.5418058511

15.7531992481

3.355627304

14.8609332788

4.529051134

5.5184416427

8.2440270342

5.8223318681

3.9117043175

11.6117185349

8.6305804938

9.099607928

7.1161185984

17.6713152578

7.49708769

11.7109397106

37.2181783289

21.7768899158

8.634723784

5.3378998314

4.7839183983

18.1503531856

7.4946282188

7.0867713041

Alfabetismo

PBI pc

PBI pc (miles de soles) vs. Alfabetismo (%)

Amazonas

Ancash

Apurmac

Arequipa

Cusco

Huancavelica

Hunuco

Ica

Junn

Lima

Loreto

Moquegua

Pasco

S.Martn

4.5418058511

15.7531992481

3.355627304

14.8609332788

4.529051134

5.5184416427

8.2440270342

5.8223318681

3.9117043175

11.6117185349

8.6305804938

9.099607928

7.1161185984

17.6713152578

7.49708769

11.7109397106

37.2181783289

21.7768899158

8.634723784

5.3378998314

4.7839183983

18.1503531856

7.4946282188

7.0867713041

Logro Educativo

PBI pc

PBI pc (miles de soles) vs. Logro Educativo (%)

Amazonas

Ancash

Apurmac

Arequipa

Cusco

Huancavelica

Hunuco

Ica

Junn

Lima

Loreto

Moquegua

Pasco

S.Martn

4.5418058511

15.7531992481

3.355627304

14.8609332788

4.529051134

5.5184416427

8.2440270342

5.8223318681

3.9117043175

11.6117185349

8.6305804938

9.099607928

7.1161185984

17.6713152578

7.49708769

11.7109397106

37.2181783289

21.7768899158

8.634723784

5.3378998314

4.7839183983

18.1503531856

7.4946282188

7.0867713041

Alfabetismo

PBI pc


Amazonas

Ancash

Apurmac

Arequipa

Cusco

Huancavelica

Hunuco

Ica

Junn

Lima

Loreto

Moquegua

Pasco

S.Martn

10683.294810683

8710.0029748523

7912.6446025922

10164.5440060201

10898.5466393941

11452.1491485348

12298.8090065552

13238.1862196196

Argentina

1980

1985

1990

1995

2000

2005

2007

2006

7915.295690806

6322.72345004

7407.0107429226

8669.7127114609

9383.832490791

9811.4870134083

10470.5571745776

11215.6148083118

Uruguay

1980

1985

1990

1995

2000

2005

2007

2006

11025.0239869258

10866.1570154069

10706.2877901284

10545.2580497876

12794.5576330338

13316.0405363731

13805.5569693577

14104.4022405749

Mxico

1980

1985

1990

1995

2000

2005

2007

2006

6742.8490781072

5869.9718942133

6594.8276569038

7640.0218271593

8595.5347708553

9534.8240807425

10203.2567464522

10842.3206871249

Costa Rica

1980

1985

1990

1995

2000

2005

2007

2006

12232.5297512416

10090.6762990838

10138.0293332635

10760.4064613187

10127.984764572

10509.185195389

11401.8285487891

12156.3425806183

Venezuela

1980

1985

1990

1995

2000

2005

2007

2006

6957.8448641478

7383.8489476527

6443.7114023038

7601.1964011043

8629.0861640716

9727.1159330289

10376.6838795927

11390.6059329647

Panam

1980

1985

1990

1995

2000

2005

2007

2006

8018.6880494614

7561.5261823216

7604.0027726648

8182.6198516287

8387.8140874001

8970.0831576127

9184.3166066222

9566.7029437681

Brasil

1980

1985

1990

1995

2000

2005

2007

2006

5467.2116332666

5522.1888640186

6378.246559677

7094.4306674181

6811.9625023736

7657.0766987604

8085.0314844417

8586.7933813716

Colombia

1980

1985

1990

1995

2000

2005

2007

2006

6427.5825643118

5796.1680601381

4723.9668057626

5627.2804941566

5915.1921624764

6833.806671805

7278.8943627003

7835.6337017185

Per

1980

1985

1990

1995

2000

2005

2007

2006

6135.5668665618

5747.1667527722

5825.324111331

5990.9737535519

5815.0100232215

7133.7578062191

7332.5235421781

7449.1809991371

Ecuador

1980

1985

1990

1995

2000

2005

2007

2006

4715.5827740547

3938.7262516586

4070.8644133712

4984.6436191945

5267.3538891803

5471.1293701298

5620.8512035774

5804.2656577173

El Salvador

1980

1985

1990

1995

2000

2005

2007

2006

3999.8352424377

3257.3806313342

3250.2422615313

3541.3143745171

3772.8821731154

3978.8950581908

4093.1642145943

4206.3807447719

Bolivia

1980

1985

1990

1995

2000

2005

2007

2006

4114.6111321498

3436.4590802868

3533.9763537885

3880.3076496057

4196.0012316675

4303.4488471945

4420.1815558691

4562.2704683909

Guatemala

1980

1985

1990

1995

2000

2005

2007

2006

5685.2734883536

5486.6154504874

6977.3123518079

9688.3733789048

11091.9698405071

12890.5304541437

13337.6267098493

13880.4732445071

Chile: PBI pc vs. IDH

1980

1985

1990

1995

2000

2005

2007

2006

5685.2734883536

5486.6154504874

6977.3123518079

9688.3733789048

11091.9698405071

12890.5304541437

13337.6267098493

13880.4732445071

Chile

1980

1985

1990

1995

2000

2005

2007

2006

10683.294810683

8710.0029748523

7912.6446025922

10164.5440060201

10898.5466393941

11452.1491485348

12298.8090065552

13238.1862196196

Argentina

1980

1985

1990

1995

2000

2005

2007

2006

7915.295690806

6322.72345004

7407.0107429226

8669.7127114609

9383.832490791

9811.4870134083

10470.5571745776

11215.6148083118

Uruguay

1980

1985

1990

1995

2000

2005

2007

2006

11025.0239869258

10866.1570154069

10706.2877901284

10545.2580497876

12794.5576330338

13316.0405363731

13805.5569693577

14104.4022405749

Mxico

1980

1985

1990

1995

2000

2005

2007

2006

6742.8490781072

5869.9718942133

6594.8276569038

7640.0218271593

8595.5347708553

9534.8240807425

10203.2567464522

10842.3206871249

Costa Rica

1980

1985

1990

1995

2000

2005

2007

2006

12232.5297512416

10090.6762990838

10138.0293332635

10760.4064613187

10127.984764572

10509.185195389

11401.8285487891

12156.3425806183

Venezuela

1980

1985

1990

1995

2000

2005

2007

2006

6957.8448641478

7383.8489476527

6443.7114023038

7601.1964011043

8629.0861640716

9727.1159330289

10376.6838795927

11390.6059329647

Panam

1980

1985

1990

1995

2000

2005

2007

2006

8018.6880494614

7561.5261823216

7604.0027726648

8182.6198516287

8387.8140874001

8970.0831576127

9184.3166066222

9566.7029437681

Brasil

1980

1985

1990

1995

2000

2005

2007

2006

5467.2116332666

5522.1888640186

6378.246559677

7094.4306674181

6811.9625023736

7657.0766987604

8085.0314844417

8586.7933813716

Colombia

1980

1985

1990

1995

2000

2005

2007

2006

6427.5825643118

5796.1680601381

4723.9668057626

5627.2804941566

5915.1921624764

6833.806671805

7278.8943627003

7835.6337017185

Per

1980

1985

1990

1995

2000

2005

2007

2006

6135.5668665618

5747.1667527722

5825.324111331

5990.9737535519

5815.0100232215

7133.7578062191

7332.5235421781

7449.1809991371

Ecuador

1980

1985

1990

1995

2000

2005

2007

2006

4715.5827740547

3938.7262516586

4070.8644133712

4984.6436191945

5267.3538891803

5471.1293701298

5620.8512035774

5804.2656577173

El Salvador

1980

1985

1990

1995

2000

2005

2007

2006

3999.8352424377

3257.3806313342

3250.2422615313

3541.3143745171

3772.8821731154

3978.8950581908

4093.1642145943

4206.3807447719

Bolivia

1980

1985

1990

1995

2000

2005

2007

2006

4114.6111321498

3436.4590802868

3533.9763537885

3880.3076496057

4196.0012316675

4303.4488471945

4420.1815558691

4562.2704683909

Guatemala

1980

1985

1990

1995

2000

2005

2007

2006

5685.2734883536

5486.6154504874

6977.3123518079

9688.3733789048

11091.9698405071

12890.5304541437

13337.6267098493

13880.4732445071

Chile

1980

1985

1990

1995

2000

2005

2007

2006

10683.294810683

8710.0029748523

7912.6446025922

10164.5440060201

10898.5466393941

11452.1491485348

12298.8090065552

13238.1862196196

Argentina

1980

1985

1990

1995

2000

2005

2007

2006

7915.295690806

6322.72345004

7407.0107429226

8669.7127114609

9383.832490791

9811.4870134083

10470.5571745776

11215.6148083118

Uruguay

1980

1985

1990

1995

2000

2005

2007

2006

11025.0239869258

10866.1570154069

10706.2877901284

10545.2580497876

12794.5576330338

13316.0405363731

13805.5569693577

14104.4022405749

Mxico

1980

1985

1990

1995

2000

2005

2007

2006

6742.8490781072

5869.9718942133

6594.8276569038

7640.0218271593

8595.5347708553

9534.8240807425

10203.2567464522

10842.3206871249

Costa Rica

1980

1985

1990

1995

2000

2005

2007

2006

Dependent Variable: IDH

Method: Panel Least Squares

Date: 08/20/10 Time: 17:48

Sample: 2001 2008

Periods included: 8

Cross-sections included: 14

Total panel (balanced) observations: 112

VariableCoefficientStd. Errort-StatisticProb.

C0.8903170.02012344.244530

PBI-1.30E-061.73E-06-0.7525140.4536

DUMBO-0.1723540.012572-13.709120

DUMBR-0.0733850.007328-10.013870

DUMCOL-0.0761960.008523-8.9398560

DUMCR-0.0156220.007437-2.1005680.0384

DUMEC-0.0716270.00908-7.8886150

DUMEX-0.0144210.008016-1.7989290.0753

DUMGU-0.2089710.012151-17.197730

DUMPA-0.0292170.007258-4.0253270.0001

DUMPE-0.0799130.00922-8.6673490

DUMSAL-0.1516350.010868-13.952880

DUMVE-0.023260.007189-3.2356540.0017

DUM80-0.1160180.006768-17.142310

DUM85-0.1070340.007555-14.166440

DUM90-0.0841730.007425-11.337090

DUM95-0.0580510.006482-8.9560720

DUM00-0.0330120.006064-5.4436640

DUM05-0.0101620.005684-1.7878230.0771

R-squared0.960612Mean dependent var0.763518

Adjusted R-squared0.952988S.D. dependent var0.078245

S.E. of regression0.016965Akaike info criterion-5.161911

Sum squared resid0.026767Schwarz criterion-4.700737

Log likelihood308.067Hannan-Quinn criter.-4.974798

F-statistic126.0055Durbin-Watson stat0.598691

Prob(F-statistic)0

Similar asociacin se observa entre el PBI per cpita y los componentes no monetarios del IDH:Evidencia en Amrica Latina

Grfico8

78.50

75.20

76.10

760

78.70

73.60

75.50

72.20

72.70

730

750

71.70

71.30

65.40

70.10

PBI pc

Alfabetismo (%)


Chile

Uruguay

Mxico

Venezuela

Per

Ecuador

Bolivia

LATAM


Variacion esperanza de vida

Chile0.8789,87878.596.513,880

Argentina0.8666,64475.297.613,238-0.0420382166

Uruguay0.8656,96076.197.911,2160.0119680851

Mxico0.8549,7157692.814,104-0.0013140604

Costa Rica0.8545,88778.795.910,8420.0355263158

Venezuela0.8448,29973.695.212,156-0.0648030496

Panam0.845,83375.593.411,3910.0258152174

Brazil0.8136,85572.2909,567-0.0437086093

Colombia0.8074,72472.792.78,5870.0069252078

Per0.8063,8467389.67,8360.0041265475

Ecuador0.8063,33575917,4490.0273972603

Paraguay0.7611,99771.794.64,433-0.044

El Salvador0.7472,97371.3825,804-0.0055788006

Bolivia0.7291,37965.490.74,206-0.0827489481

Guatemala0.7042,53670.173.24,5620.0718654434

LATAM

00

00

00

00

00

00

00

00

00

00

00

00

00

00

00

PBI pc

Esperanza vida al nacer (aos)


Chile

Uruguay

Mxico

Venezuela

Per

Ecuador

Bolivia

Per

00

00

00

00

00

00

00

00

00

00

00

00

00

00

00

&A

Page &P

PBI pc

IDH

IDH dpto hist

2007



Per0.8067389.685.7190.4811.60711,607.1826536373308012401

Amazonas0.573672.488.0478.5684.884.5424,541.813760001707719

Ancash0.599672.3487.5886.3187.1515.75315,753.20106400016761404

Apurmac0.56171.7778.3289.9182.193.3563,355.634041901356311

Arequipa0.647973.5195.8790.7394.1614.86114,860.93115230317124298

Ayacucho0.561770.9282.286.6283.674.5294,529.056124892773994

Cajamarca0.563372.0782.8679.6481.785.5185,518.4413880007659597

Cusco0.579670.7686.0787.686.588.2448,244.0311714039657078

Huancavelica0.539369.9579.8986.7582.185.8225,822.334550002649161

Hunuco0.566371.5283.3881.7482.833.9123,911.707622232981591

Ica0.652875.9197.1689.7394.6911.61211,611.727119328266754

Junn0.600471.892.4286.2290.358.6318,630.58122547410576552

La Libertad0.62173.5491.9282.0388.629.1009,099.61161705014714521

Lambayeque0.617973.5493.4885.3390.767.1167,116.1211130007920240

Lima0.678875.6797.989.1494.9817.67117,671.328445211149237986

Loreto0.589370.3394.5479.289.427.4977,497.098917326685393

Madre de Dios0.630471.6496.7683.3192.2711.71111,710.941095551282992

Moquegua0.653275.1395.2691.0593.8637.21837,218.181615336011964

Pasco0.589271.9291.7185.0189.4721.77721,776.892804496107307

Piura0.597971.7490.7682.3687.968.6358,634.72167631514474517

Puno0.561168.5587.7686.4887.335.3385,337.9012684416770811

San Martn0.590272.492.2677.6787.44.7844,783.927288083486558

Tacna0.647474.1596.3489.7194.1318.15018,150.352888005241822

Tumbes0.649475.296.5985.3892.867.4957,494.632003061501219

Ucayali0.602271.1995.280.2290.217.0877,086.774321593062612

26,536,373308,012,401

Apurmac3356

Hunuco3912

Ayacucho4529

Amazonas4542

San Martn4784

Puno5338

Cajamarca5518

Huancavelica5822

Ucayali7087

Lambayeque7116

Tumbes7495

Loreto7497

Cusco8244

Junn8631

Piura8635

La Libertad9100

Ica11612

Madre de Dios11711

Arequipa14861

Ancash15753

Lima17671

Tacna18150

Pasco21777

Moquegua37218

IDH dpto hist

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0



Cusco

Hunuco

Ica

Lima

Moquegua

Pasco

Puno

Tumbes

Grf. histo.


19932000200320052007


Amazonas0.4678180.5147180.5019201,079,511364626.72.96059249980.5535171,369,478370484.03.69645614630.573618

Ancash0.5344120.5774110.5577138,107,3411034209.97.83916394920.57761111,210,5381050823.510.6683363160.599612

Apurmac0.3962230.4571240.487722890,540397558.02.24002538640.5209231,097,660400744.82.73904975730.561023

Arequipa0.650330.635250.652649,965,6821074513.09.27460325950.6463412,395,6741109172.511.17560506910.64795

Ayacucho0.4220220.4882220.5095191,684,013572146.62.94332417830.5280221,977,406589439.83.35472110830.561721

Cajamarca0.4505190.4946200.4910216,348,8341351030.84.69925185220.5400197,739,0141370011.45.6488681830.563320

Cusco0.4780170.5371170.5112184,383,6331125233.43.89575439860.5377206,981,8061145578.86.09456659190.579617

Huancavelica0.3671240.4598230.4641241,869,440433776.34.30968647060.4924242,194,881444249.44.94065011740.539324

Hunuco0.4471210.4939210.4760232,038,798729607.52.79437633470.5311212,328,741745747.23.12269504440.566319

Ica0.643940.666730.662034,781,923663366.57.20856913560.648136,518,664684764.09.51957740770.65283

Junn0.5430100.5779100.595596,209,1201167027.35.3204580290.5922107,456,7121195204.16.23886104570.600411

La Libertad0.575490.613390.5851118,939,1951503187.85.94682503310.6046810,515,4601554730.66.76352531180.62108

Lambayeque0.590980.625160.616565,521,7781047982.65.26895947470.627166,230,2901075407.35.79342364650.61799

Lima y Callao0.682720.744010.71891101,675,6807784864.113.06068791420.70391119,123,4548099372.614.70773852320.67881

Loreto0.5278140.5634160.5248164,633,875821531.35.64053359840.5660165,658,586851372.66.64642702630.589315

Madre de Dios0.595670.620670.60108717,77094510.17.59463667040.59979973,583101241.69.61643237160.63047

Moquegua0.620850.666140.649952,708,803150839.717.95815829360.643554,654,282155705.229.89163366140.65322

Pasco0.5233160.5748120.5908102,096,401262630.47.98232455260.5752132,910,225270568.410.7559681170.589216

Piura0.5329130.5506160.5557148,685,1031579711.55.49790455380.57141511,179,4481621051.06.89641983440.597913

Puno0.4500200.5115190.5495154,460,9221204633.33.70313675430.5468185,286,9801231281.04.29388567660.561122

San Martn0.5356110.5528150.5247172,275,302673372.53.37896474910.5735142,873,191700576.84.10117939110.590214

Tacna0.711510.680520.665422,692,344266228.410.11291127780.668523,775,693276984.013.63144763550.64746

Tumbes0.610260.620180.60957986,168185869.55.30570052120.616971,331,001192621.06.90994598320.64944

Ucayali0.5251150.5650130.5629122,038,968391330.55.21034796860.5760122,555,668408738.46.2525757490.602210


PROM0.53680.57460.56930.58500.6031

GRFICOS

Ao2003200320052007

IDHPBIIDHPBIIDHPBI



Ancash0.55777839.1639Ancash0.5678390.58106680.6015753

Apurmac0.48772240.0254Apurmac0.4922400.5227390.563356




Cusco0.51123895.7544Cusco0.5138960.5460950.588244


Hunuco0.47602794.3763Hunuco0.4827940.5331230.573912

Ica0.66207208.5691Ica0.6672090.6595200.6511612

Junn0.59555320.4580Junn0.6053200.5962390.608631




Loreto0.52485640.5336Loreto0.5256410.5766460.597497



Pasco0.59087982.3246Pasco0.5979820.58107560.5921777

Piura0.55575497.9046Piura0.5654980.5768960.608635

Puno0.54953703.1368Puno0.5537030.5542940.565338


Tacna0.665410112.9113Tacna0.67101130.67136310.6518150

Tumbes0.60955305.7005Tumbes0.6153060.6269100.657495

Ucayali0.56295210.3480Ucayali0.5652100.5862530.607087

GRFICOS

000000000000000000000000

Amazonas

Ancash

Apurmac

Arequipa

Ayacucho

Cajamarca

Cusco

Huancavelica

Hunuco

Ica

Junn

La Libertad

Lambayeque

Lima y Callao

Loreto

Madre de Dios

Moquegua

Pasco

Piura

Puno

San Martn

Tacna

Tumbes

Ucayali

IDH

PBI pc

IDH vs. PBI pc

Hoja1

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

PBI pc

IDH


Ancash

Apurmac

Arequipa

Cusco

Huancavelica

Ica

Lima

Loreto

Moquegua

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

PBI pc

IDH


Ancash

Apurmac

Arequipa

Huancavelica

Lambayeque

Lima

Moquegua

San Martin

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

PBI pc

IDH


San Martn

Pasco

Moquegua

Lima

Ica

Huancavelica

Cusco

Apurmac

Ancash


ALFABETISMO

PER

2007

0.8780

0.8660

0.8650

0.8540

0.8540

0.8440

0.840

0.8130

0.8070

0.8060

0.8060

0.7610

0.7470

0.7290

0.7040

PBI pc

IDH


Chile

Uruguay

Mxico

Venezuela

Per

Ecuador

Bolivia

0.5019

0.5577

0.4877

0.6526

0.5095

0.491

0.5112

0.4641

0.476

0.662

0.5955

0.5851

0.6165

0.7189

0.5248

0.601

0.6499

0.5908

0.5557

0.5495

0.5247

0.6654

0.6095

0.5629

PBI pc

IDH


Ancash

Apurmac

Arequipa

Cusco

Huancavelica

Ica

Lambayeque

Lima

Loreto

Moquegua

0.5535

0.5776

0.5209

0.6463

0.528

0.54

0.5377

0.4924

0.5311

0.6481

0.5922

0.6046

0.6271

0.7039

0.566

0.5997

0.6435

0.5752

0.5714

0.5468

0.5735

0.6685

0.6169

0.576

PBI pc

IDH


Ancash

Apurmac

Arequipa

Huancavelica

Lambayeque

Lima

Moquegua

San Martin

0.5736

0.5996

0.561

0.6479

0.5617

0.5633

0.5796

0.5393

0.5663

0.6528

0.6004

0.621

0.6179

0.6788

0.5893

0.6304

0.6532

0.5892

0.5979

0.5611

0.5902

0.6474

0.6494

0.6022

PBI pc

IDH


Ancash

Apurmac

Cusco

Huancavelica

Ica

Lambayeque

Lima

Moquegua

Pasco

San Martn

Tumbes

4.5418058511

15.7531992481

3.355627304

14.8609332788

4.529051134

5.5184416427

8.2440270342

5.8223318681

3.9117043175

11.6117185349

8.6305804938

9.099607928

7.1161185984

17.6713152578

7.49708769

11.7109397106

37.2181783289

21.7768899158

8.634723784

5.3378998314

4.7839183983

18.1503531856

7.4946282188

7.0867713041


Esperanza de Vida

PBI pc


Cusco

Hunuco

Ica

Lima

Moquegua

Pasco

Puno

Tumbes

4.5418058511

15.7531992481

3.355627304

14.8609332788

4.529051134

5.5184416427

8.2440270342

5.8223318681

3.9117043175

11.6117185349

8.6305804938

9.099607928

7.1161185984

17.6713152578

7.49708769

11.7109397106

37.2181783289

21.7768899158

8.634723784

5.3378998314

4.7839183983

18.1503531856

7.4946282188

7.0867713041

Alfabetismo

PBI pc


Amazonas

Ancash

Apurmac

Arequipa

Cusco

Huancavelica

Hunuco

Ica

Junn

Lima

Loreto

Moquegua

Pasco

S.Martn

4.5418058511

15.7531992481

3.355627304

14.8609332788

4.529051134

5.5184416427

8.2440270342

5.8223318681

3.9117043175

11.6117185349

8.6305804938

9.099607928

7.1161185984

17.6713152578

7.49708769

11.7109397106

37.2181783289

21.7768899158

8.634723784

5.3378998314

4.7839183983

18.1503531856

7.4946282188

7.0867713041

Logro Educativo

PBI pc


Amazonas

Ancash

Apurmac

Arequipa

Cusco

Huancavelica

Hunuco

Ica

Junn

Lima

Loreto

Moquegua

Pasco

S.Martn

4.5418058511

15.7531992481

3.355627304

14.8609332788

4.529051134

5.5184416427

8.2440270342

5.8223318681

3.9117043175

11.6117185349

8.6305804938

9.099607928

7.1161185984

17.6713152578

7.49708769

11.7109397106

37.2181783289

21.7768899158

8.634723784

5.3378998314

4.7839183983

18.1503531856

7.4946282188

7.0867713041

Alfabetismo

PBI pc


Amazonas

Ancash

Apurmac

Arequipa

Cusco

Huancavelica

Hunuco

Ica

Junn

Lima

Loreto

Moquegua

Pasco

S.Martn

10683.294810683

8710.0029748523

7912.6446025922

10164.5440060201

10898.5466393941

11452.1491485348

12298.8090065552

13238.1862196196

Argentina

1980

1985

1990

1995

2000

2005

2007

2006

7915.295690806

6322.72345004

7407.0107429226

8669.7127114609

9383.832490791

9811.4870134083

10470.5571745776

11215.6148083118

Uruguay

1980

1985

1990

1995

2000

2005

2007

2006

11025.0239869258

10866.1570154069

10706.2877901284

10545.2580497876

12794.5576330338

13316.0405363731

13805.5569693577

14104.4022405749

Mxico

1980

1985

1990

1995

2000

2005

2007

2006

6742.8490781072

5869.9718942133

6594.8276569038

7640.0218271593

8595.5347708553

9534.8240807425

10203.2567464522

10842.3206871249

Costa Rica

1980

1985

1990

1995

2000

2005

2007

2006

12232.5297512416

10090.6762990838

10138.0293332635

10760.4064613187

10127.984764572

10509.185195389

11401.8285487891

12156.3425806183

Venezuela

1980

1985

1990

1995

2000

2005

2007

2006

6957.8448641478

7383.8489476527

6443.7114023038

7601.1964011043

8629.0861640716

9727.1159330289

10376.6838795927

11390.6059329647

Panam

1980

1985

1990

1995

2000

2005

2007

2006

8018.6880494614

7561.5261823216

7604.0027726648

8182.6198516287

8387.8140874001

8970.0831576127

9184.3166066222

9566.7029437681

Brasil

1980

1985

1990

1995

2000

2005

2007

2006

5467.2116332666

5522.1888640186

6378.246559677

7094.4306674181

6811.9625023736

7657.0766987604

8085.0314844417

8586.7933813716

Colombia

1980

1985

1990

1995

2000

2005

2007

2006

6427.5825643118

5796.1680601381

4723.9668057626

5627.2804941566

5915.1921624764

6833.806671805

7278.8943627003

7835.6337017185

Per

1980

1985

1990

1995

2000

2005

2007

2006

6135.5668665618

5747.1667527722

5825.324111331

5990.9737535519

5815.0100232215

7133.7578062191

7332.5235421781

7449.1809991371

Ecuador

1980

1985

1990

1995

2000

2005

2007

2006

4715.5827740547

3938.7262516586

4070.8644133712

4984.6436191945

5267.3538891803

5471.1293701298

5620.8512035774

5804.2656577173

El Salvador

1980

1985

1990

1995

2000

2005

2007

2006

3999.8352424377

3257.3806313342

3250.2422615313

3541.3143745171

3772.8821731154

3978.8950581908

4093.1642145943

4206.3807447719

Bolivia

1980

1985

1990

1995

2000

2005

2007

2006

4114.6111321498

3436.4590802868

3533.9763537885

3880.3076496057

4196.0012316675

4303.4488471945

4420.1815558691

4562.2704683909

Guatemala

1980

1985

1990

1995

2000

2005

2007

2006

5685.2734883536

5486.6154504874

6977.3123518079

9688.3733789048

11091.9698405071

12890.5304541437

13337.6267098493

13880.4732445071


1980

1985

1990

1995

2000

2005

2007

2006

5685.2734883536

5486.6154504874

6977.3123518079

9688.3733789048

11091.9698405071

12890.5304541437

13337.6267098493

13880.4732445071

Chile

1980

1985

1990

1995

2000

2005

2007

2006

10683.294810683

8710.0029748523

7912.6446025922

10164.5440060201

10898.5466393941

11452.1491485348

12298.8090065552

13238.1862196196

Argentina

1980

1985

1990

1995

2000

2005

2007

2006

7915.295690806

6322.72345004

7407.0107429226

8669.7127114609

9383.832490791

9811.4870134083

10470.5571745776

11215.6148083118

Uruguay

1980

1985

1990

1995

2000

2005

2007

2006

11025.0239869258

10866.1570154069

10706.2877901284

10545.2580497876

12794.5576330338

13316.0405363731

13805.5569693577

14104.4022405749

Mxico

1980

1985

1990

1995

2000

2005

2007

2006

6742.8490781072

5869.9718942133

6594.8276569038

7640.0218271593

8595.5347708553

9534.8240807425

10203.2567464522

10842.3206871249

Costa Rica

1980

1985

1990

1995

2000

2005

2007

2006

12232.5297512416

10090.6762990838

10138.0293332635

10760.4064613187

10127.984764572

10509.185195389

11401.8285487891

12156.3425806183

Venezuela

1980

1985

1990

1995

2000

2005

2007

2006

6957.8448641478

7383.8489476527

6443.7114023038

7601.1964011043

8629.0861640716

9727.1159330289

10376.6838795927

11390.6059329647

Panam

1980

1985

1990

1995

2000

2005

2007

2006

8018.6880494614

7561.5261823216

7604.0027726648

8182.6198516287

8387.8140874001

8970.0831576127

9184.3166066222

9566.7029437681

Brasil

1980

1985

1990

1995

2000

2005

2007

2006

5467.2116332666

5522.1888640186

6378.246559677

7094.4306674181

6811.9625023736

7657.0766987604

8085.0314844417

8586.7933813716

Colombia

1980

1985

1990

1995

2000

2005

2007

2006

6427.5825643118

5796.1680601381

4723.9668057626

5627.2804941566

5915.1921624764

6833.806671805

7278.8943627003

7835.6337017185

Per

1980

1985

1990

1995

2000

2005

2007

2006

6135.5668665618

5747.1667527722

5825.324111331

5990.9737535519

5815.0100232215

7133.7578062191

7332.5235421781

7449.1809991371

Ecuador

1980

1985

1990

1995

2000

2005

2007

2006

4715.5827740547

3938.7262516586

4070.8644133712

4984.6436191945

5267.3538891803

5471.1293701298

5620.8512035774

5804.2656577173

El Salvador

1980

1985

1990

1995

2000

2005

2007

2006

3999.8352424377

3257.3806313342

3250.2422615313

3541.3143745171

3772.8821731154

3978.8950581908

4093.1642145943

4206.3807447719

Bolivia

1980

1985

1990

1995

2000

2005

2007

2006

4114.6111321498

3436.4590802868

3533.9763537885

3880.3076496057

4196.0012316675

4303.4488471945

4420.1815558691

4562.2704683909

Guatemala

1980

1985

1990

1995

2000

2005

2007

2006

5685.2734883536

5486.6154504874

6977.3123518079

9688.3733789048

11091.9698405071

12890.5304541437

13337.6267098493

13880.4732445071

Chile

1980

1985

1990

1995

2000

2005

2007

2006

10683.294810683

8710.0029748523

7912.6446025922

10164.5440060201

10898.5466393941

11452.1491485348

12298.8090065552

13238.1862196196

Argentina

1980

1985

1990

1995

2000

2005

2007

2006

7915.295690806

6322.72345004

7407.0107429226

8669.7127114609

9383.832490791

9811.4870134083

10470.5571745776

11215.6148083118

Uruguay

1980

1985

1990

1995

2000

2005

2007

2006

11025.0239869258

10866.1570154069

10706.2877901284

10545.2580497876

12794.5576330338

13316.0405363731

13805.5569693577

14104.4022405749

Mxico

1980

1985

1990

1995

2000

2005

2007

2006

6742.8490781072

5869.9718942133

6594.8276569038

7640.0218271593

8595.5347708553

9534.8240807425

10203.2567464522

10842.3206871249

Costa Rica

1980

1985

1990

1995

2000

2005

2007

2006



Date: 08/20/10 Time: 17:48

Sample: 2001 2008

Periods included: 8




C0.8903170.02012344.244530

PBI-1.30E-061.73E-06-0.7525140.4536

DUMBO-0.1723540.012572-13.709120

DUMBR-0.0733850.007328-10.013870

DUMCOL-0.0761960.008523-8.9398560

DUMCR-0.0156220.007437-2.1005680.0384

DUMEC-0.0716270.00908-7.8886150

DUMEX-0.0144210.008016-1.7989290.0753

DUMGU-0.2089710.012151-17.197730

DUMPA-0.0292170.007258-4.0253270.0001

DUMPE-0.0799130.00922-8.6673490

DUMSAL-0.1516350.010868-13.952880

DUMVE-0.023260.007189-3.2356540.0017

DUM80-0.1160180.006768-17.142310

DUM85-0.1070340.007555-14.166440

DUM90-0.0841730.007425-11.337090

DUM95-0.0580510.006482-8.9560720

DUM00-0.0330120.006064-5.4436640

DUM05-0.0101620.005684-1.7878230.0771







Prob(F-statistic)0

MBD00041D68.xls

Grfico6

78.50

75.20

76.10

760

78.70

73.60

75.50

72.20

72.70

730

750

71.70

71.30

65.40

70.10

PBI pc



Bolivia

Ecuador

Per

Venezuela

Mxico

Uruguay

Chile

LATAM



Chile0.8789,87878.596.513,880

Argentina0.8666,64475.297.613,238-0.0420382166

Uruguay0.8656,96076.197.911,2160.0119680851

Mxico0.8549,7157692.814,104-0.0013140604

Costa Rica0.8545,88778.795.910,8420.0355263158

Venezuela0.8448,29973.695.212,156-0.0648030496

Panam0.845,83375.593.411,3910.0258152174

Brazil0.8136,85572.2909,567-0.0437086093

Colombia0.8074,72472.792.78,5870.0069252078

Per0.8063,8467389.67,8360.0041265475

Ecuador0.8063,33575917,4490.0273972603

Paraguay0.7611,99771.794.64,433-0.044

El Salvador0.7472,97371.3825,804-0.0055788006

Bolivia0.7291,37965.490.74,206-0.0827489481

Guatemala0.7042,53670.173.24,5620.0718654434

LATAM

00

00

00

00

00

00

00

00

00

00

00

00

00

00

00

PBI pc



Chile

Uruguay

Mxico

Venezuela

Per

Ecuador

Bolivia

Per

00

00

00

00

00

00

00

00

00

00

00

00

00

00

00

&A

Page &P

PBI pc

IDH

IDH dpto hist

2007



Per0.8067389.685.7190.4811.60711,607.1826536373308012401

Amazonas0.573672.488.0478.5684.884.5424,541.813760001707719

Ancash0.599672.3487.5886.3187.1515.75315,753.20106400016761404

Apurmac0.56171.7778.3289.9182.193.3563,355.634041901356311

Arequipa0.647973.5195.8790.7394.1614.86114,860.93115230317124298

Ayacucho0.561770.9282.286.6283.674.5294,529.056124892773994

Cajamarca0.563372.0782.8679.6481.785.5185,518.4413880007659597

Cusco0.579670.7686.0787.686.588.2448,244.0311714039657078

Huancavelica0.539369.9579.8986.7582.185.8225,822.334550002649161

Hunuco0.566371.5283.3881.7482.833.9123,911.707622232981591

Ica0.652875.9197.1689.7394.6911.61211,611.727119328266754

Junn0.600471.892.4286.2290.358.6318,630.58122547410576552

La Libertad0.62173.5491.9282.0388.629.1009,099.61161705014714521

Lambayeque0.617973.5493.4885.3390.767.1167,116.1211130007920240

Lima0.678875.6797.989.1494.9817.67117,671.328445211149237986

Loreto0.589370.3394.5479.289.427.4977,497.098917326685393

Madre de Dios0.630471.6496.7683.3192.2711.71111,710.941095551282992

Moquegua0.653275.1395.2691.0593.8637.21837,218.181615336011964

Pasco0.589271.9291.7185.0189.4721.77721,776.892804496107307

Piura0.597971.7490.7682.3687.968.6358,634.72167631514474517

Puno0.561168.5587.7686.4887.335.3385,337.9012684416770811

San Martn0.590272.492.2677.6787.44.7844,783.927288083486558

Tacna0.647474.1596.3489.7194.1318.15018,150.352888005241822

Tumbes0.649475.296.5985.3892.867.4957,494.632003061501219

Ucayali0.602271.1995.280.2290.217.0877,086.774321593062612

26,536,373308,012,401

Apurmac3356

Hunuco3912

Ayacucho4529

Amazonas4542

San Martn4784

Puno5338

Cajamarca5518

Huancavelica5822

Ucayali7087

Lambayeque7116

Tumbes7495

Loreto7497

Cusco8244

Junn8631

Piura8635

La Libertad9100

Ica11612

Madre de Dios11711

Arequipa14861

Ancash15753

Lima17671

Tacna18150

Pasco21777

Moquegua37218

IDH dpto hist

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0



Cusco

Hunuco

Ica

Lima

Moquegua

Pasco

Puno

Tumbes

Grf. histo.


19932000200320052007


Amazonas0.4678180.5147180.5019201,079,511364626.72.96059249980.5535171,369,478370484.03.69645614630.573618

Ancash0.5344120.5774110.5577138,107,3411034209.97.83916394920.57761111,210,5381050823.510.6683363160.599612

Apurmac0.3962230.4571240.487722890,540397558.02.24002538640.5209231,097,660400744.82.73904975730.561023

Arequipa0.650330.635250.652649,965,6821074513.09.27460325950.6463412,395,6741109172.511.17560506910.64795

Ayacucho0.4220220.4882220.5095191,684,013572146.62.94332417830.5280221,977,406589439.83.35472110830.561721

Cajamarca0.4505190.4946200.4910216,348,8341351030.84.69925185220.5400197,739,0141370011.45.6488681830.563320

Cusco0.4780170.5371170.5112184,383,6331125233.43.89575439860.5377206,981,8061145578.86.09456659190.579617

Huancavelica0.3671240.4598230.4641241,869,440433776.34.30968647060.4924242,194,881444249.44.94065011740.539324

Hunuco0.4471210.4939210.4760232,038,798729607.52.79437633470.5311212,328,741745747.23.12269504440.566319

Ica0.643940.666730.662034,781,923663366.57.20856913560.648136,518,664684764.09.51957740770.65283

Junn0.5430100.5779100.595596,209,1201167027.35.3204580290.5922107,456,7121195204.16.23886104570.600411

La Libertad0.575490.613390.5851118,939,1951503187.85.94682503310.6046810,515,4601554730.66.76352531180.62108

Lambayeque0.590980.625160.616565,521,7781047982.65.26895947470.627166,230,2901075407.35.79342364650.61799

Lima y Callao0.682720.744010.71891101,675,6807784864.113.06068791420.70391119,123,4548099372.614.70773852320.67881

Loreto0.5278140.5634160.5248164,633,875821531.35.64053359840.5660165,658,586851372.66.64642702630.589315

Madre de Dios0.595670.620670.60108717,77094510.17.59463667040.59979973,583101241.69.61643237160.63047

Moquegua0.620850.666140.649952,708,803150839.717.95815829360.643554,654,282155705.229.89163366140.65322

Pasco0.5233160.5748120.5908102,096,401262630.47.98232455260.5752132,910,225270568.410.7559681170.589216

Piura0.5329130.5506160.5557148,685,1031579711.55.49790455380.57141511,179,4481621051.06.89641983440.597913

Puno0.4500200.5115190.5495154,460,9221204633.33.70313675430.5468185,286,9801231281.04.29388567660.561122

San Martn0.5356110.5528150.5247172,275,302673372.53.37896474910.5735142,873,191700576.84.10117939110.590214

Tacna0.711510.680520.665422,692,344266228.410.11291127780.668523,775,693276984.013.63144763550.64746

Tumbes0.610260.620180.60957986,168185869.55.30570052120.616971,331,001192621.06.90994598320.64944

Ucayali0.5251150.5650130.5629122,038,968391330.55.21034796860.5760122,555,668408738.46.2525757490.602210


PROM0.53680.57460.56930.58500.6031

GRFICOS

Ao2003200320052007

IDHPBIIDHPBIIDHPBI



Ancash0.55777839.1639Ancash0.5678390.58106680.6015753

Apurmac0.48772240.0254Apurmac0.4922400.5227390.563356




Cusco0.51123895.7544Cusco0.5138960.5460950.588244


Hunuco0.47602794.3763Hunuco0.4827940.5331230.573912

Ica0.66207208.5691Ica0.6672090.6595200.6511612

Junn0.59555320.4580Junn0.6053200.5962390.608631




Loreto0.52485640.5336Loreto0.5256410.5766460.597497



Pasco0.59087982.3246Pasco0.5979820.58107560.5921777

Piura0.55575497.9046Piura0.5654980.5768960.608635

Puno0.54953703.1368Puno0.5537030.5542940.565338


Tacna0.665410112.9113Tacna0.67101130.67136310.6518150

Tumbes0.60955305.7005Tumbes0.6153060.6269100.657495

Ucayali0.56295210.3480Ucayali0.5652100.5862530.607087

GRFICOS

000000000000000000000000

Amazonas

Ancash

Apurmac

Arequipa

Ayacucho

Cajamarca

Cusco

Huancavelica

Hunuco

Ica

Junn

La Libertad

Lambayeque

Lima y Callao

Loreto

Madre de Dios

Moquegua

Pasco

Piura

Puno

San Martn

Tacna

Tumbes

Ucayali

IDH

PBI pc

IDH vs. PBI pc

Hoja1

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

PBI pc

IDH


Ancash

Apurmac

Arequipa

Cusco

Huancavelica

Ica

Lima

Loreto

Moquegua

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

PBI pc

IDH


Ancash

Apurmac

Arequipa

Huancavelica

Lambayeque

Lima

Moquegua

San Martin

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

PBI pc

IDH


San Martn

Pasco

Moquegua

Lima

Ica

Huancavelica

Cusco

Apurmac

Ancash


ALFABETISMO

PER

2007

0.8780

0.8660

0.8650

0.8540

0.8540

0.8440

0.840

0.8130

0.8070

0.8060

0.8060

0.7610

0.7470

0.7290

0.7040

PBI pc

IDH


Chile

Uruguay

Mxico

Venezuela

Per

Ecuador

Bolivia

0.5019

0.5577

0.4877

0.6526

0.5095

0.491

0.5112

0.4641

0.476

0.662

0.5955

0.5851

0.6165

0.7189

0.5248

0.601

0.6499

0.5908

0.5557

0.5495

0.5247

0.6654

0.6095

0.5629

PBI pc

IDH


Ancash

Apurmac

Arequipa

Cusco

Huancavelica

Ica

Lambayeque

Lima

Loreto

Moquegua

0.5535

0.5776

0.5209

0.6463

0.528

0.54

0.5377

0.4924

0.5311

0.6481

0.5922

0.6046

0.6271

0.7039

0.566

0.5997

0.6435

0.5752

0.5714

0.5468

0.5735

0.6685

0.6169

0.576

PBI pc

IDH


Ancash

Apurmac

Arequipa

Huancavelica

Lambayeque

Lima

Moquegua

San Martin

0.5736

0.5996

0.561

0.6479

0.5617

0.5633

0.5796

0.5393

0.5663

0.6528

0.6004

0.621

0.6179

0.6788

0.5893

0.6304

0.6532

0.5892

0.5979

0.5611

0.5902

0.6474

0.6494

0.6022

PBI pc

IDH


Ancash

Apurmac

Cusco

Huancavelica

Ica

Lambayeque

Lima

Moquegua

Pasco

San Martn

Tumbes

4.5418058511

15.7531992481

3.355627304

14.8609332788

4.529051134

5.5184416427

8.2440270342

5.8223318681

3.9117043175

11.6117185349

8.6305804938

9.099607928

7.1161185984

17.6713152578

7.49708769

11.7109397106

37.2181783289

21.7768899158

8.634723784

5.3378998314

4.7839183983

18.1503531856

7.4946282188

7.0867713041


Esperanza de Vida

PBI pc


Cusco

Hunuco

Ica

Lima

Moquegua

Pasco

Puno

Tumbes

4.5418058511

15.7531992481

3.355627304

14.8609332788

4.529051134

5.5184416427

8.2440270342

5.8223318681

3.9117043175

11.6117185349

8.6305804938

9.099607928

7.1161185984

17.6713152578

7.49708769

11.7109397106

37.2181783289

21.7768899158

8.634723784

5.3378998314

4.7839183983

18.1503531856

7.4946282188

7.0867713041

Alfabetismo

PBI pc


Amazonas

Ancash

Apurmac

Arequipa

Cusco

Huancavelica

Hunuco

Ica

Junn

Lima

Loreto

Moquegua

Pasco

S.Martn

4.5418058511

15.7531992481

3.355627304

14.8609332788

4.529051134

5.5184416427

8.2440270342

5.8223318681

3.9117043175

11.6117185349

8.6305804938

9.099607928

7.1161185984

17.6713152578

7.49708769

11.7109397106

37.2181783289

21.7768899158

8.634723784

5.3378998314

4.7839183983

18.1503531856

7.4946282188

7.0867713041

Logro Educativo

PBI pc


Amazonas

Ancash

Apurmac

Arequipa

Cusco

Huancavelica

Hunuco

Ica

Junn

Lima

Loreto

Moquegua

Pasco

S.Martn

4.5418058511

15.7531992481

3.355627304

14.8609332788

4.529051134

5.5184416427

8.2440270342

5.8223318681

3.9117043175

11.6117185349

8.6305804938

9.099607928

7.1161185984

17.6713152578

7.49708769

11.7109397106

37.2181783289

21.7768899158

8.634723784

5.3378998314

4.7839183983

18.1503531856

7.4946282188

7.0867713041

Alfabetismo

PBI pc


Amazonas

Ancash

Apurmac

Arequipa

Cusco

Huancavelica

Hunuco

Ica

Junn

Lima

Loreto

Moquegua

Pasco

S.Martn

10683.294810683

8710.0029748523

7912.6446025922

10164.5440060201

10898.5466393941

11452.1491485348

12298.8090065552

13238.1862196196

Argentina

1980

1985

1990

1995

2000

2005

2007

2006

7915.295690806

6322.72345004

7407.0107429226

8669.7127114609

9383.832490791

9811.4870134083

10470.5571745776

11215.6148083118

Uruguay

1980

1985

1990

1995

2000

2005

2007

2006

11025.0239869258

10866.1570154069

10706.2877901284

10545.2580497876

12794.5576330338

13316.0405363731

13805.5569693577

14104.4022405749

Mxico

1980

1985

1990

1995

2000

2005

2007

2006

6742.8490781072

5869.9718942133

6594.8276569038

7640.0218271593

8595.5347708553

9534.8240807425

10203.2567464522

10842.3206871249

Costa Rica

1980

1985

1990

1995

2000

2005

2007

2006

12232.5297512416

10090.6762990838

10138.0293332635

10760.4064613187

10127.984764572

10509.185195389

11401.8285487891

12156.3425806183

Venezuela

1980

1985

1990

1995

2000

2005

2007

2006

6957.8448641478

7383.8489476527

6443.7114023038

7601.1964011043

8629.0861640716

9727.1159330289

10376.6838795927

11390.6059329647

Panam

1980

1985

1990

1995

2000

2005

2007

2006

8018.6880494614

7561.5261823216

7604.0027726648

8182.6198516287

8387.8140874001

8970.0831576127

9184.3166066222

9566.7029437681

Brasil

1980

1985

1990

1995

2000

2005

2007

2006

5467.2116332666

5522.1888640186

6378.246559677

7094.4306674181

6811.9625023736

7657.0766987604

8085.0314844417

8586.7933813716

Colombia

1980

1985

1990

1995

2000

2005

2007

2006

6427.5825643118

5796.1680601381

4723.9668057626

5627.2804941566

5915.1921624764

6833.806671805

7278.8943627003

7835.6337017185

Per

1980

1985

1990

1995

2000

2005

2007

2006

6135.5668665618

5747.1667527722

5825.324111331

5990.9737535519

5815.0100232215

7133.7578062191

7332.5235421781

7449.1809991371

Ecuador

1980

1985

1990

1995

2000

2005

2007

2006

4715.5827740547

3938.7262516586

4070.8644133712

4984.6436191945

5267.3538891803

5471.1293701298

5620.8512035774

5804.2656577173

El Salvador

1980

1985

1990

1995

2000

2005

2007

2006

3999.8352424377

3257.3806313342

3250.2422615313

3541.3143745171

3772.8821731154

3978.8950581908

4093.1642145943

4206.3807447719

Bolivia

1980

1985

1990

1995

2000

2005

2007

2006

4114.6111321498

3436.4590802868

3533.9763537885

3880.3076496057

4196.0012316675

4303.4488471945

4420.1815558691

4562.2704683909

Guatemala

1980

1985

1990

1995

2000

2005

2007

2006

5685.2734883536

5486.6154504874

6977.3123518079

9688.3733789048

11091.9698405071

12890.5304541437

13337.6267098493

13880.4732445071


1980

1985

1990

1995

2000

2005

2007

2006

5685.2734883536

5486.6154504874

6977.3123518079

9688.3733789048

11091.9698405071

12890.5304541437

13337.6267098493

13880.4732445071

Chile

1980

1985

1990

1995

2000

2005

2007

2006

10683.294810683

8710.0029748523

7912.6446025922

10164.5440060201

10898.5466393941

11452.1491485348

12298.8090065552

13238.1862196196

Argentina

1980

1985

1990

1995

2000

2005

2007

2006

7915.295690806

6322.72345004

7407.0107429226

8669.7127114609

9383.832490791

9811.4870134083

10470.5571745776

11215.6148083118

Uruguay

1980

1985

1990

1995

2000

2005

2007

2006

11025.0239869258

10866.1570154069

10706.2877901284

10545.2580497876

12794.5576330338

13316.0405363731

13805.5569693577

14104.4022405749

Mxico

1980

1985

1990

1995

2000

2005

2007

2006

6742.8490781072

5869.9718942133

6594.8276569038

7640.0218271593

8595.5347708553

9534.8240807425

10203.2567464522

10842.3206871249

Costa Rica

1980

1985

1990

1995

2000

2005

2007

2006

12232.5297512416

10090.6762990838

10138.0293332635

10760.4064613187

10127.984764572

10509.185195389

11401.8285487891

12156.3425806183

Venezuela

1980

1985

1990

1995

2000

2005

2007

2006

6957.8448641478

7383.8489476527

6443.7114023038

7601.1964011043

8629.0861640716

9727.1159330289

10376.6838795927

11390.6059329647

Panam

1980

1985

1990

1995

2000

2005

2007

2006

8018.6880494614

7561.5261823216

7604.0027726648

8182.6198516287

8387.8140874001

8970.0831576127

9184.3166066222

9566.7029437681

Brasil

1980

1985

1990

1995

2000

2005

2007

2006

5467.2116332666

5522.1888640186

6378.246559677

7094.4306674181

6811.9625023736

7657.0766987604

8085.0314844417

8586.7933813716

Colombia

1980

1985

1990

1995

2000

2005

2007

2006

6427.5825643118

5796.1680601381

4723.9668057626

5627.2804941566

5915.1921624764

6833.806671805

7278.8943627003

7835.6337017185

Per

1980

1985

1990

1995

2000

2005

2007

2006

6135.5668665618

5747.1667527722

5825.324111331

5990.9737535519

5815.0100232215

7133.7578062191

7332.5235421781

7449.1809991371

Ecuador

1980

1985

1990

1995

2000

2005

2007

2006

4715.5827740547

3938.7262516586

4070.8644133712

4984.6436191945

5267.3538891803

5471.1293701298

5620.8512035774

5804.2656577173

El Salvador

1980

1985

1990

1995

2000

2005

2007

2006

3999.8352424377

3257.3806313342

3250.2422615313

3541.3143745171

3772.8821731154

3978.8950581908

4093.1642145943

4206.3807447719

Bolivia

1980

1985

1990

1995

2000

2005

2007

2006

4114.6111321498

3436.4590802868

3533.9763537885

3880.3076496057

4196.0012316675

4303.4488471945

4420.1815558691

4562.2704683909

Guatemala

1980

1985

1990

1995

2000

2005

2007

2006

5685.2734883536

5486.6154504874

6977.3123518079

9688.3733789048

11091.9698405071

12890.5304541437

13337.6267098493

13880.4732445071

Chile

1980

1985

1990

1995

2000

2005

2007

2006

10683.294810683

8710.0029748523

7912.6446025922

10164.5440060201

10898.5466393941

11452.1491485348

12298.8090065552

13238.1862196196

Argentina

1980

1985

1990

1995

2000

2005

2007

2006

7915.295690806

6322.72345004

7407.0107429226

8669.7127114609

9383.832490791

9811.4870134083

10470.5571745776

11215.6148083118

Uruguay

1980

1985

1990

1995

2000

2005

2007

2006

11025.0239869258

10866.1570154069

10706.2877901284

10545.2580497876

12794.5576330338

13316.0405363731

13805.5569693577

14104.4022405749

Mxico

1980

1985

1990

1995

2000

2005

2007

2006

6742.8490781072

5869.9718942133

6594.8276569038

7640.0218271593

8595.5347708553

9534.8240807425

10203.2567464522

10842.3206871249

Costa Rica

1980

1985

1990

1995

2000

2005

2007

2006



Date: 08/20/10 Time: 17:48

Sample: 2001 2008

Periods included: 8




C0.8903170.02012344.244530

PBI-1.30E-061.73E-06-0.7525140.4536

DUMBO-0.1723540.012572-13.709120

DUMBR-0.0733850.007328-10.013870

DUMCOL-0.0761960.008523-8.9398560

DUMCR-0.0156220.007437-2.1005680.0384

DUMEC-0.0716270.00908-7.8886150

DUMEX-0.0144210.008016-1.7989290.0753

DUMGU-0.2089710.012151-17.197730

DUMPA-0.0292170.007258-4.0253270.0001

DUMPE-0.0799130.00922-8.6673490

DUMSAL-0.1516350.010868-13.952880

DUMVE-0.023260.007189-3.2356540.0017

DUM80-0.1160180.006768-17.142310

DUM85-0.1070340.007555-14.166440

DUM90-0.0841730.007425-11.337090

DUM95-0.0580510.006482-8.9560720

DUM00-0.0330120.006064-5.4436640

DUM05-0.0101620.005684-1.7878230.0771







Prob(F-statistic)0

MBD00041D63.xls

Grfico5

96.50

97.60

97.90

92.80

95.90

95.20

93.40

900

92.70

89.60

910

94.60

820

90.70

73.20

PBI pc

Alfabetismo (%)


Bolivia

Ecuador

Per

Venezuela

Mxico

Uruguay

Chile

LATAM



Chile0.8789,87878.596.513,880

Argentina0.8666,64475.297.613,238-0.0420382166

Uruguay0.8656,96076.197.911,2160.0119680851

Mxico0.8549,7157692.814,104-0.0013140604

Costa Rica0.8545,88778.795.910,8420.0355263158

Venezuela0.8448,29973.695.212,156-0.0648030496

Panam0.845,83375.593.411,3910.0258152174

Brazil0.8136,85572.2909,567-0.0437086093

Colombia0.8074,72472.792.78,5870.0069252078

Per0.8063,8467389.67,8360.0041265475

Ecuador0.8063,33575917,4490.0273972603

Paraguay0.7611,99771.794.64,433-0.044

El Salvador0.7472,97371.3825,804-0.0055788006

Bolivia0.7291,37965.490.74,206-0.0827489481

Guatemala0.7042,53670.173.24,5620.0718654434

LATAM

00

00

00

00

00

00

00

00

00

00

00

00

00

00

00

PBI pc

Alfabetismo (%)


Chile

Uruguay

Mxico

Venezuela

Per

Ecuador

Bolivia

Per

00

00

00

00

00

00

00

00

00

00

00

00

00

00

00

&A

Page &P

PBI pc

IDH

IDH dpto hist

2007



Per0.8067389.685.7190.4811.60711,607.1826536373308012401

Amazonas0.573672.488.0478.5684.884.5424,541.813760001707719

Ancash0.599672.3487.5886.3187.1515.75315,753.20106400016761404

Apurmac0.56171.7778.3289.9182.193.3563,355.634041901356311

Arequipa0.647973.5195.8790.7394.1614.86114,860.93115230317124298

Ayacucho0.561770.9282.286.6283.674.5294,529.056124892773994

Cajamarca0.563372.0782.8679.6481.785.5185,518.4413880007659597

Cusco0.579670.7686.0787.686.588.2448,244.0311714039657078

Huancavelica0.539369.9579.8986.7582.185.8225,822.334550002649161

Hunuco0.566371.5283.3881.7482.833.9123,911.707622232981591

Ica0.652875.9197.1689.7394.6911.61211,611.727119328266754

Junn0.600471.892.4286.2290.358.6318,630.58122547410576552

La Libertad0.62173.5491.9282.0388.629.1009,099.61161705014714521

Lambayeque0.617973.5493.4885.3390.767.1167,116.1211130007920240

Lima0.678875.6797.989.1494.9817.67117,671.328445211149237986

Loreto0.589370.3394.5479.289.427.4977,497.098917326685393

Madre de Dios0.630471.6496.7683.3192.2711.71111,710.941095551282992

Moquegua0.653275.1395.2691.0593.8637.21837,218.181615336011964

Pasco0.589271.9291.7185.0189.4721.77721,776.892804496107307

Piura0.597971.7490.7682.3687.968.6358,634.72167631514474517

Puno0.561168.5587.7686.4887.335.3385,337.9012684416770811

San Martn0.590272.492.2677.6787.44.7844,783.927288083486558

Tacna0.647474.1596.3489.7194.1318.15018,150.352888005241822

Tumbes0.649475.296.5985.3892.867.4957,494.632003061501219

Ucayali0.602271.1995.280.2290.217.0877,086.774321593062612

26,536,373308,012,401

Apurmac3356

Hunuco3912

Ayacucho4529

Amazonas4542

San Martn4784

Puno5338

Cajamarca5518

Huancavelica5822

Ucayali7087

Lambayeque7116

Tumbes7495

Loreto7497

Cusco8244

Junn8631

Piura8635

La Libertad9100

Ica11612

Madre de Dios11711

Arequipa14861

Ancash15753

Lima17671

Tacna18150

Pasco21777

Moquegua37218

IDH dpto hist

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0

0



Cusco

Hunuco

Ica

Lima

Moquegua

Pasco

Puno

Tumbes

Grf. histo.


19932000200320052007


Amazonas0.4678180.5147180.5019201,079,511364626.72.96059249980.5535171,369,478370484.03.69645614630.573618

Ancash0.5344120.5774110.5577138,107,3411034209.97.83916394920.57761111,210,5381050823.510.6683363160.599612

Apurmac0.3962230.4571240.487722890,540397558.02.24002538640.5209231,097,660400744.82.73904975730.561023

Arequipa0.650330.635250.652649,965,6821074513.09.27460325950.6463412,395,6741109172.511.17560506910.64795

Ayacucho0.4220220.4882220.5095191,684,013572146.62.94332417830.5280221,977,406589439.83.35472110830.561721

Cajamarca0.4505190.4946200.4910216,348,8341351030.84.69925185220.5400197,739,0141370011.45.6488681830.563320

Cusco0.4780170.5371170.5112184,383,6331125233.43.89575439860.5377206,981,8061145578.86.09456659190.579617

Huancavelica0.3671240.4598230.4641241,869,440433776.34.30968647060.4924242,194,881444249.44.94065011740.539324

Hunuco0.4471210.4939210.4760232,038,798729607.52.79437633470.5311212,328,741745747.23.12269504440.566319

Ica0.643940.666730.662034,781,923663366.57.20856913560.648136,518,664684764.09.51957740770.65283

Junn0.5430100.5779100.595596,209,1201167027.35.3204580290.5922107,456,7121195204.16.23886104570.600411

La Libertad0.575490.613390.5851118,939,1951503187.85.94682503310.6046810,515,4601554730.66.76352531180.62108

Lambayeque0.590980.625160.616565,521,7781047982.65.26895947470.627166,230,2901075407.35.79342364650.61799

Lima y Callao0.682720.744010.71891101,675,6807784864.113.06068791420.70391119,123,4548099372.614.70773852320.67881

Loreto0.5278140.5634160.5248164,633,875821531.35.64053359840.5660165,658,586851372.66.64642702630.589315

Madre de Dios0.595670.620670.60108717,77094510.17.59463667040.59979973,583101241.69.61643237160.63047

Moquegua0.620850.666140.649952,708,803150839.717.95815829360.643554,654,282155705.229.89163366140.65322

Pasco0.5233160.5748120.5908102,096,401262630.47.98232455260.5752132,910,225270568.410.7559681170.589216

Piura0.5329130.5506160.5557148,685,1031579711.55.49790455380.57141511,179,4481621051.06.89641983440.597913

Puno0.4500200.5115190.5495154,460,9221204633.33.70313675430.5468185,286,9801231281.04.29388567660.561122

San Martn0.5356110.5528150.5247172,275,302673372.53.37896474910.5735142,873,191700576.84.10117939110.590214

Tacna0.711510.680520.665422,692,344266228.410.11291127780.668523,775,693276984.013.63144763550.64746

Tumbes0.610260.620180.60957986,168185869.55.30570052120.616971,331,001192621.06.90994598320.64944

Ucayali0.5251150.5650130.5629122,038,968391330.55.21034796860.5760122,555,668408738.46.2525757490.602210


PROM0.53680.57460.56930.58500.6031

GRFICOS

Ao2003200320052007

IDHPBIIDHPBIIDHPBI



Ancash0.55777839.1639Ancash0.5678390.58106680.6015753

Apurmac0.48772240.0254Apurmac0.4922400.5227390.563356




Cusco0.51123895.7544Cusco0.5138960.5460950.588244


Hunuco0.47602794.3763Hunuco0.4827940.5331230.573912

Ica0.66207208.5691Ica0.6672090.6595200.6511612

Junn0.59555320.4580Junn0.6053200.5962390.608631




Loreto0.52485640.5336Loreto0.5256410.5766460.597497



Pasco0.59087982.3246Pasco0.5979820.58107560.5921777

Piura0.55575497.9046Piura0.5654980.5768960.608635

Puno0.54953703.1368Puno0.5537030.5542940.565338


Tacna0.665410112.9113Tacna0.67101130.67136310.6518150

Tumbes0.60955305.7005Tumbes0.6153060.6269100.657495

Ucayali0.56295210.3480Ucayali0.5652100.5862530.607087

GRFICOS

000000000000000000000000

Amazonas

Ancash

Apurmac

Arequipa

Ayacucho

Cajamarca

Cusco

Huancavelica

Hunuco

Ica

Junn

La Libertad

Lambayeque

Lima y Callao

Loreto

Madre de Dios

Moquegua

Pasco

Piura

Puno

San Martn

Tacna

Tumbes

Ucayali

IDH

PBI pc

IDH vs. PBI pc

Hoja1

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PBI pc

IDH

Departamento

crecimiento desarrollo humanoevidencia e implicancias

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