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111/06/11 運運運運運運運運運運 運運運運運 研研研研 研研研研 研研研研 研研研 :、、

運用普查追蹤資料探討 農家生產力

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運用普查追蹤資料探討 農家生產力. 研究人員:陳惠欣、孫珮瑛、沈芝貝. 研究背景與動機. 影響生產力之要素為何?. 持續經營農家 以 79 年、 89 年和 94 年農林漁牧業普查之農牧戶統計結果為資料來源,利用農林漁牧業普查之 農牧戶統一編號 連結 79 年、 89 年、 94 年三次普查結果,建立 40 萬 7,196 筆 之追蹤資料。 持續經營農家 特性?  具有優勢而持續經營?  或 雖擁有農業資源但經營體質不佳?. ( 一 ) 分析 15 年來持續經營農家在各普查年度的 橫斷面資料 ,並與普查當年度的全體農家資料比較, 探討持續經營農家之經營型態與特性 。 - PowerPoint PPT Presentation

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  • *

  • 798994798994407,196

    *

  • ()15() ()

  • *

  • 1234

  • 1.(Panel Data) (Time Series) (Cross-Section) Hsaio(19862003) Kalton et al., (1989)Baltagi(2001) Heteroscedasticity(Bias)Serial CorrelationPanel Data

  • 2.k(X1,X2,,Xk)3. (chi-squre) *

  • 4.general linear model Littell et al., 2002

    *

  • 1.8(94)

    Chart8

    637700.1566076288

    1791290.4399085453

    1449110.3558753033

    170170.0417906856

    23690.0058178371

    79

    ()

    ()(%)

    a.3

    b.3

    %

    a.798994/

    b.3

    *MEAN

    79

    ()

    (%)

    (%)

    (%)

    (%)

    ()(%)

    ()(%)

    (%)

    a.-->()63-->3

    b.""

    79

    (%)

    (%)

    (%)

    (%)

    (%)

    (%)

    (%)

    (%)

    (%)

    (%)

    (%)

    (%)

    (%)

    a.798994

    b.

    (11)

    94

    79&8994

    6377015.66%13583117.60%

    6375615.66%6377015.66%17912943.99%31170240.40%

    17913843.99%17912943.99%14491135.59%28301436.68%

    14491835.59%14491135.59%170174.18%367694.77%

    170154.18%170174.18%23690.58%42630.55%

    23690.58%23690.58%

    407196407196

    79~8979~94

    79899479897994798994

    15.26%16.64%17.60%

    13180115.26%12060116.64%13583117.60%7890078901637566377043.56%42.45%40.40%

    37618543.56%30764542.45%31170240.40%22450522450417913817912935.52%35.39%36.68%

    30679535.52%25647135.39%28301436.68%1771591771591449181449115.21%5.03%4.77%

    449915.21%364445.03%367694.77%219592195917015170170.45%0.48%0.55%

    38620.45%34840.48%42630.55%3048304823692369100.00%

    863634100.00%724645771579505571505571407196407196

    7979~89(79)79~94(79)79()79~89(89)79~94(94)79~897979~9479

    ()(%)()(%)()(%)

    13180115.26%7890015.61%6375615.66%131801789016377059.86%48.38%-11.48%

    37618543.56%22450544.41%17913843.99%37618522450417912959.68%47.62%-12.06%

    30679535.52%17715935.04%14491835.59%30679517715914491157.75%47.23%-10.51%

    449915.21%219594.34%170154.18%44991219591701748.81%37.82%-10.98%

    38620.45%30480.60%23690.58%38623048236978.92%61.34%-17.58%

    86363450557140719686363450557140719658.54%47.15%-11.39%

    7979~89(89)79~94(94)

    ()(%)()(%)()(%)

    13180115.26%7890115.61%6377015.66%14

    37618543.56%22450444.41%17912943.99%-9

    30679535.52%17715935.04%14491135.59%-7

    449915.21%219594.34%170174.18%2

    38620.45%30480.60%23690.58%0

    863634505571407196

    7989(94)79899479~89(79)79~89(89)(79~89)/7979~89~94(79)(89~94)/89

    33283327-13332572915743671549.62%4509450961.84%332757.93%

    1781780179146042078822.72%26226256.96%17842.38%

    24312430-12431147484689505448.10%2963296262.41%243051.82%

    10424104251104361125093205582738038.12%135301353153.92%1042550.71%

    1346113461013459-225590270372814347.82%163171631763.76%1346149.79%

    2016620165-120163-240604372834144348.65%246102460960.61%2016554.09%

    1376813770213770028015248712630852.34%167091671159.64%1377055.37%

    3199320123200-164835404746042.90%39102869760.31%320159.23%

    2358723587023581-646775403073814961.81%286973876261.35%2358758.52%

    3053530533-230539666263542525704153.54%387646831058.50%3053356.28%

    5397153968-353967-1110128898518930360.43%683143300162.03%5396860.06%

    2580225802025796-655731454644595356.14%330015182259.21%2580256.75%

    4204442047342046-190805723677379656.98%51819391257.07%4204758.10%

    21152112-32114266025116810526.08%2966296144.93%211241.28%

    18891886-31886041453475469440.18%2344234056.55%188654.27%

    38873882-53885397416458861045.12%5132512452.68%388260.11%

    3526835271335273262154562795707761.80%415474155166.85%3527162.67%

    4336143366543355-1189905776898286652.32%520435205157.89%4336655.82%

    2554425546225550460269480985298948.22%326653266954.20%2554653.11%

    3163231633131627-669704562496212750.91%388903889155.79%3163356.24%

    1222122201221-142753107654618.65%1572157236.77%122239.33%

    7721772107722122050171991774543.52%102131021346.32%772144.89%

    9294929409295122941192451902448.86%117461174651.20%929448.29%

    2319231902319037313379418655.40%2976297679.76%231968.63%

    505005001311057764.94%727254.96%5047.62%

    771579505571407196

    (11)

    729157436715

    460420788

    474846895054

    250932055827380

    255902703728143

    406043728341443

    280152487126308

    648354047460

    467754030738149

    662635425257041

    1101288985189303

    557314546445953

    908057236773796

    660251168105

    414534754694

    974164588610

    621545627957077

    899057768982866

    602694809852989

    697045624962127

    427531076546

    220501719917745

    229411924519024

    373133794186

    13110577

    79

    89

    94

    1

    MEAN(2)

    72915743671533321

    460420788179

    4748468950542431

    25093205582738010436

    25590270372814313459

    40604372834144320163

    28015248712630813770

    6483540474603200

    46775403073814923581

    66263542525704130539

    110128898518930353967

    55731454644595325796

    90805723677379642046

    6602511681052114

    4145347546941886

    9741645886103885

    62154562795707735273

    89905776898286643355

    60269480985298925550

    69704562496212731627

    4275310765461221

    2205017199177457722

    2294119245190249295

    3731337941862319

    1311057750

    &A

    Page &P

    79

    89

    94

    (94)

    2

    94

    79

    89

    94

    (2)

    (3)

    (4)

    100

    ()()

    863,634505,57158.54407,19647.15-11.39

    131,80178,90159.8663,77048.38-11.48

    376,185224,50459.68179,12947.62-12.06

    306,795177,15957.75144,91147.23-10.51

    44,99121,95948.8117,01737.82-10.98

    3,8623,04878.922,36961.34-17.58

    94

    ()(%)()(%)

    407,196100.00

    63,77015.66144,91135.59

    3,3320.822,1140.52

    1790.041,8860.46

    2,4310.603,8850.95

    10,4362.5635,2738.66

    13,4593.3143,35510.65

    20,1634.9525,5506.27

    13,7703.3831,6277.77

    179,12943.991,2210.30

    3,2000.7917,0174.18

    23,5815.797,7221.90

    30,5397.509,2952.28

    53,96713.252,3690.58

    25,7966.342,3190.57

    42,04610.33500.01

    100

    798994

    863,634100.00724,645100.00771,579100.00

    131,80115.26120,60116.64135,83117.60

    376,18543.56307,64542.45311,70240.40

    306,79535.52256,47135.39283,01436.68

    44,9915.2136,4445.0336,7694.77

    3,8620.453,4840.484,2630.55

    4

    TheMEANSProcedure

    ---------------------------------------------------

    VariableMeanStdNMaximumMinimum79

    -----------------------------------------------------------------------------------77.301588.6180.3575187667

    B120.4844669199.77041364071969138310.8755288.94%84.54

    L388.6135301122.1812341407196990002.512332.7776.18

    P150.233420811.419823640719698151.017531.13

    P26.53372583.3039256407196160

    W12.77166521.5694619407196360

    W21.12641581.011694640719636089

    LL10.88942350.27858694071961079.434786.00

    LL20.09282070.2589362407196100.8842289.31%

    XX4232.7062923276.4240719670000902.353152.51

    -----------------------------------------------------------------------------------1.245251.34

    YEAR=89----------------------------------------------------94

    71.7917779.00

    VariableMeanStdNMaximumMinimum0.7394511471.49%

    --------------------------------------------------------------------------------------------------------------------------------------3.683767963.81

    B123.175669778.2371651407196500000.834740190.93

    L386.0016208114.2721024407196139800197142231756.70

    P160.150917511.40532454071969916

    P26.3473613.3972779407196160

    W12.51283411.3783117407196230798994

    W21.34020720.9132913407196230-77.3079.4371.79

    LL10.89305720.26773214058371088.6186.0079.00

    LL20.08173240.242903740583710-87.5588.4273.9587.55%88.42%73.95%

    XX4302.87425064288.42407196736659.3088.9489.3171.4988.94%89.31%71.49%

    -----------------------------------------------------------------------------------2.772.513.81

    1.131.340.93

    YEAR=94----------------------------------------------------

    VariableMeanStdNMaximumMinimum

    --------------------------------------------------------------------------------------------------------------------------------------

    B119.540319686.388717840719650000

    L379.0019917109.5153883407196100100

    P162.879581311.71728714071969916

    P26.70971473.5492187407196160

    W13.81447261.8462602407196201

    W20.93418650.8799964407196120

    LL10.71490680.389514940719610

    LL20.06765480.220643740719610

    XX4395.54395667268.394071961116655.50

    -----------------------------------------------------------------------------------

    4

    00

    00

    00

    -

    -

    -

    -

    %

    ()77.3088.6179.4386.0071.7979.00

    (%)87.5588.9488.4289.3173.9571.49

    ()2.512.772.352.513.683.81

    ()1.021.131.251.340.830.93

    TheSASSystemreserved-39787x1f0.3835

    __

    TF

    YYRSS

    OEPEssSSSSSSSSSSEE

    bAEQwwEEEEEEEEEE11

    sR__12012345678901

    179040719611286114586724448557171643437800054644276861384348562342305247765

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    OSSSSSSSSSSFFSSSSSS

    bFFFFFFFFFF11GGGGAA

    s012345678901123412

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    OSSMMMMMMMMMMMMEEMMMMMMMMMMFFMMMMMMMM

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    TheSASSystemreserved-39745x1f0.4393

    YEARSE1SE2SE3SE4SE5SE6SE7SE8SE9SE10SE11

    12345678910>10

    79557171643437800054644276861384348562342305247765402748

    89772021402611053324143319142775429921277493243278396407

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    YEARSF1SF2SF3SF4SF5SF6SF7SF8SF9SF10SF11

    12345678910>10

    791512991126241651849541049458731413270136287354

    89171542144525155006186141466120384272223340187

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    SG1SG2SG3SG4

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    TheSASSystemreserved-39745x1f0.4396

    012345678910>10

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    9392916129

    YEARSG1SG2SG3SG4

    7943514157486372341562

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    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    79

    89

    94

    ()

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    000

    79

    89

    94

    ()

    798994

    ()52.3750.23-2.14()58.5860.151.57()61.1562.881.73

    (%)89.5393.73%(%)85.5687.81%(%)82.886.16%

    (%)10.476.27%(%)14.4412.19%(%)17.213.84%

    (%)15.6311.44%(%)13.2713.96%(%)11.2912.49%

    (%)61.5563.20%(%)55.8460.61%(%)52.2557.69%

    ()(%)12.2913.19%()(%)15.9313.93%()(%)16.6615.02%

    ()(%)8.629.80%()(%)12.189.55%()(%)15.1111.79%

    (%)1.912.37%(%)2.781.94%(%)4.693.01%

    35919988.21%

    CHANGE372609.15%

    UNKNOWN107372.64%

    407196

    ObsYEAR_TYPE__FREQ_()()()()()()()()()

    1790407,19646,599257,33753,72139,9079,632381,64725,549

    2890407,19656,864246,80056,74038,8787,914357,57149,625

    3940407,19650,853234,89961,17548,02612,243350,82056,376

    (%)(%)()(%)()(%)(%)(%)(%)

    11.44%63.20%13.19%9.80%2.37%93.73%6.27%

    13.96%60.61%13.93%9.55%1.94%87.81%12.19%

    12.49%57.69%15.02%11.79%3.01%86.16%13.84%

    798994

    52.3758.5861.15

    50.2360.1562.88

    7989.5393.73

    10.476.27

    8985.5687.81

    14.4412.19

    9482.886.16

    17.213.84

    >>

    1.

    2.

    798994

    161311

    141412

    625652

    616158

    ()121617

    ()141415

    ()91215

    ()101012

    235

    223

    0000000000

    0000000000

    0000000000

    ()

    ()

    ()

    ()

    %

    00

    00

    00

    00

    00

    00

    00

    00

    00

    %

    798994

    (%)13.21%11.81%(%)17.92%18.35%(%)21.67%22.93%

    3.23%8.135%10.649%

    9.98%9.786%11.025%

    (%)17.32%19.77%(%)8.97%9.86%(%)6.40%7.32%

    (%)69.47%68.42%(%)73.11%71.79%(%)71.93%69.75%

    (%)45.76%48.54%2.78%(%)43.80%45.39%1.59%(%)43.35%46.43%3.08%

    (%)7.08%7.10%0.02%(%)3.65%3.63%-0.03%(%)4.53%4.57%0.03%

    (%)9.13%8.91%-0.21%(%)10.34%10.53%0.19%(%)4.26%4.21%-0.05%

    (%)10.31%10.40%0.09%(%)13.95%14.04%0.09%(%)14.75%13.86%-0.89%

    (%)17.45%16.69%-0.76%(%)18.90%18.59%-0.31%(%)23.41%23.26%-0.15%

    (%)0.17%0.19%0.01%(%)0.11%0.12%0.00%(%)0.13%0.13%0.00%

    (%)3.90%3.45%-0.45%(%)1.20%1.15%-0.05%(%)0.36%0.35%-0.01%

    (%)0.56%0.54%-0.03%(%)0.88%0.77%-0.11%(%)0.85%0.75%-0.10%

    (%)0.42%0.37%-0.05%(%)0.64%0.63%-0.01%(%)0.79%0.75%-0.04%

    (%)3.32%2.72%-0.60%(%)2.39%2.06%-0.33%(%)2.00%1.83%-0.17%

    (%)1.90%1.09%-0.81%(%)4.13%3.10%-1.03%(%)5.58%3.88%-1.70%

    a.798994100

    b.798994

    (%)13.18744969617.920912998821.6737365843

    ObsYEAR_TYPE__FREQ_()()()(%)11.812738828518.348903230922.9321997269

    (%)17.29423614638.97404936216.3999927422

    17904071964810180485278610(%)19.76566567459.8618355787.3190797552

    28904071967471640157292323(%)69.518314157773.105037639171.9262706735

    39404071969337929803284014(%)68.42159549771.789261191269.7487205179

    13.19%17.92%21.67%

    100.00%11.81%19.77%68.42%11.81%18.35%22.93%

    100.00%18.35%9.86%71.79%17.29%8.97%6.40%

    100.00%22.93%7.32%69.75%19.77%9.86%7.32%

    69.52%73.11%71.93%

    ()()()68.42%71.79%69.75%

    7940719660084209380485278610

    89407196336904102640157292323

    94407196451464823329803284014123182

    9415,7662,1817720128132953

    9451,4378,36239192273892912508

    339,9930.02589170820.01152025070.000557471112.55%

    0.01475456540.10337282290.19765665670.68421595530.10%

    0.08273656910.10075246320.09861835580.717892611919.94%

    0.11087044080.11845155650.07319079760.697487205219.16%

    (%)(%)(%)(%)(%)(%)(%)(%)(%)(%)(%)

    ObsYEAR_TYPE__FREQ_SE1SE2SE3SE4SE5SE6SE7SE8SE9SE10SE11

    1790407196197667288963629442364679737581404021821506110684448

    289040719618480814772428685717675708479468331342568837912621

    394040719618906318591171515643294702519140630493047745215784

    (%)(%)(%)(%)(%)(%)(%)(%)(%)(%)(%)

    48.54%7.10%8.91%10.40%16.69%0.19%3.45%0.54%0.37%2.72%1.09%

    45.39%3.63%10.53%14.04%18.59%0.12%1.15%0.77%0.63%2.06%3.10%

    46.43%4.57%4.21%13.86%23.26%0.13%0.35%0.75%0.75%1.83%3.88%

    000000

    000000

    000000

    (%)

    (%)

    (%)

    (%)

    (%)

    (%)

    %

    798994

    13.2111.8117.9218.3521.670.0022.930.01475456540.08273656910.1108704408

    3.231.488.148.2710.6511.090.10337282290.10075246320.1184515565

    9.9810.349.7910.0811.0311.850.19765665670.09861835580.0731907976

    86.7988.1982.0881.6578.330.0077.070.6842159550.71789261190.6974872052

    17.3219.778.979.866.407.32

    69.4768.4273.1171.7971.9369.751.47545653698.273656912211.0870440771

    10.337282291610.075246318711.8451556499

    45.7648.5443.8045.3943.3546.4319.76566567459.8618355787.3190797552

    7.087.103.653.634.534.5768.42159549771.789261191269.7487205179

    9.138.9110.3410.534.264.21

    10.3110.4013.9514.0414.7513.862.801.171.73

    17.4516.6918.9018.5923.4123.26

    0.170.190.110.120.130.13

    3.903.451.201.150.360.35

    0.560.540.880.770.850.75

    0.420.370.640.630.790.75

    3.322.722.392.062.001.83

    1.901.094.133.105.583.88

    76.5778.1373.76

    98.6289.6988.09

    105.21102.0589.68

    98.1784.7372.57

    112.23103.0996.11

    76.5581.2574.36

    81.9985.6288.64

    71.6479.875.95

    55.1580.7783.99

    72.9278.470.54

  • 2.

    79

    89

    94

    ()

    18.69

    20.48

    22.97

    23.18

    18.62

    19.54

    ()

    77.30

    88.61

    79.43

    86.00

    71.79

    79.00

    (%)

    87.55

    88.94

    88.42

    89.31

    73.95

    71.49

    ()

    1.02

    1.13

    1.25

    1.34

    0.83

    0.93

    ()

    2.51

    2.77

    2.35

    2.51

    2.03

    3.81

  • 3.

  • 4. 27.3017.0330.1119.9419.1718.76

    79

    89

    94

    13.21

    11.81

    17.92

    18.35

    21.67

    22.93

    (%)

    3.23

    1.48

    8.14

    8.27

    10.65

    11.09

    (%)

    9.98

    10.34

    9.79

    10.08

    11.03

    11.85

    86.79

    88.19

    82.08

    81.65

    78.33

    77.07

    (%)

    17.32

    19.77

    8.97

    9.86

    6.40

    7.32

    (%)

    69.47

    68.42

    73.11

    71.79

    71.93

    69.75

    (1)1565

    (2)100%

    79

    89

    94

    13.21

    11.81

    17.92

    18.35

    21.67

    22.93

    (%)

    3.23

    1.48

    8.14

    8.27

    10.65

    11.09

    (%)

    9.98

    10.34

    9.79

    10.08

    11.03

    11.85

    86.79

    88.19

    82.08

    81.65

    78.33

    77.07

    (%)

    17.32

    19.77

    8.97

    9.86

    6.40

    7.32

    (%)

    69.47

    68.42

    73.11

    71.79

    71.93

    69.75

    (1)1565

    (2)100%

  • 5. 8994

    79

    89

    94

    10.9549

    12.8516

    12.8793

    14.2344

    8.7836

    10.0946

    11.6927

    14.0848

    10.6671

    12.1111

    10.1924

    12.2936

    22.6727

    27.0460

    20.8949

    22.4437

    17.7040

    19.5337

    17.6511

    20.0511

    20.3211

    22.3701

    15.6096

    18.2459

    19.9754

    22.3433

    25.6187

    26.7754

    21.4748

    23.5634

    71.4460

    73.2177

    150.8027

    137.1879

    142.2293

    139.7755

    10.3429

    12.2303

    12.7259

    13.8668

    15.1841

    16.1166

    39.8953

    41.6393

    52.5025

    46.7085

    57.2806

    52.6797

    23.4843

    27.1321

    21.7989

    25.1462

    25.9372

    30.0245

    138.8937

    151.8516

    258.5370

    232.2823

    267.0584

    247.6500

  • 12 3

  • ()*

  • 75.89%() WP = 0.3459 Prin1 + 0.2215 Prin2 + 0.1361 Prin3 + 0.1085 Prin4 + 0.0960 Prin5 + 0.0920 Prin6

    100%

    34.4028

    1

    99%

    1.3257

    3,400

    95%

    0.8144

    17,000

    90%

    0.6028

    33,999

    75%

    0.2377

    84,998

    50%

    -0.0826

    169,997

    25%

    -0.3074

    254,995

    10%

    -0.4801

    305,994

    5%

    -0.5855

    322,993

    1%

    -0.7859

    336,593

    0%

    -1.2070

    339,993

  • ()407,196 84,998 ()79.00 149.26 ()62.88 59.93 ()6.65 7.35 ()101.59 225.61 ()3.81 4.55 ()0.93 1.99 60(%)0.28 0.56 ()179.39 460.19 ()19.85 63.80 ()19.43 62.05 ()0.34 1.40 ()0.08 0.35 (/)25.12 42.75 (/)21.25 32.05 (/)1106.45 1386.41

  • H0H1

  • *

  • () SAS-2 REMLAkaikesAICSchwarzsBIC Y1= 5.6023 + 0.0772 X1*1.4388 X2* + 0.0001 X3 + 0.2643 X4* (0.0007) (0.3243) (0.0092) (0.0350) Y2= 0.1736 + 0.0192 X2* + 0.0000 X3 + 0.0000 X40.0010 X5 + 0.0080 X6* (0.0039) (0.0001) (0.0004) (0.0007) (0.0011) *95%

  • () (x2=64907Pr>ChiSq=
  • ()~~

  • 151. 2. 89943. ()4.

  • ()()

  • ()

  • 8