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Objectives This work focuses primarily on the analysis of Korean industries’ R&D effect to TFP(Total Factor Productivity), an important indicator of innovation.

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Presentation on theme: "Objectives This work focuses primarily on the analysis of Korean industries’ R&D effect to TFP(Total Factor Productivity), an important indicator of innovation."— Presentation transcript:

1 Objectives This work focuses primarily on the analysis of Korean industries’ R&D effect to TFP(Total Factor Productivity), an important indicator of innovation and economic growth. We estimate TFP elasticity of R&D stock by different sectors of Korea manufacturing industries. Methodology R&D Stock (perpetual inventory method by Jeorgenson) RD(stock) t = RD(flow) t + (1-γ) RD(stock) t-1 RD(stock) t0 = RD(flow) t0 {(1+g)/(g+ γ)} * γ:obsolescence rate of R&D stock, g: average growth rate of R&D stock TFP (Value Added Account Growth using Cobb-Douglas function) Y i,t = A K i,t α L i,t β lnA i,t Y = lnTFP i,t = lnY i,t – α lnK i,t – β lnL i,t * Y:Value Added, A:TFP, K:Capital stock, L:Labor input, α:Capital stock ratio to value added, β:labor ratio to value added, i:industy, t:year Elasticity (Co-integration test & Vector Error Correction Model) H0(null) : lnTFP i,t – β lnRND i,t-1 = 0 ∆lnTFP i,t = λ ∆lnTFP i,t-1 + α ∆lnRND i,t-2 + η ∆lnTFP i,t-1 + β ∆lnRNDV i,t-2 + ε i,t * RND:R&D Stock, β:long-term elasticity to TFP, i: industry, t:year, ε:error Data base Unbalanced panel of Korean manufacturing industry covering the 12 year period 1995-2006 Data sources: the Survey of R&D activities in Science and Technology of Korea, the Survey of Mining and Manufacturing of Korea, and Economic Statistics System of the Bank of Korea Main variables : Value Added, investment in R&D of each industrial sector, Capital·Labor input and ratio to value added Also, two kinds of R&D stock obsolescence rates were used in this study. First approach is using the previous research result of Suh(2005), which estimates different obsolescence rate of the 7 industries(0.1160-0.4949) using 695 Korean firms’ data. Second approach is using 0.125 suggested by many literatures. Results 4 tech sector according to OECD classification : high-tech is most high, but low-tech is not most low 23 industry classification according to KSIC Policy implications ‘TFP elasticity of R&D difference between each sector/industry can be utilized for innovation-policy decision making in national R&D strategy. Especially, these estimates as basic data showing the difference between technology sector / industries could be used in Benefit-Effectiveness Analysis(BEA) for feasibility study of new large scale R&D program. Next steps / The way forward Estimation of obsolescence rate of each industry Estimation of R&D contribution ratio in economic growth Study to explain low-tech sector’s high elasticity Total Factor Productivity Elasticity of R&D Investment Empirical Research on Korean Manufacturing Industries Contact SeungKyu Yi, Eunjung Ma Korea Institute of Science and Technology Evaluation and Planning(KISTEP) Seoul, Korea Tel. 82 2 589 2983 / 2811 E-mail: skyist@kistep.re.kr, best7869@kistep.re.kr, NOTES 1.Poster Title Replace the mock-up text of the poster title (”Joint Research Centre”) with the text of your own title. Keep the original font colour (100c 80m 0y 0k). Keep the flush-right justification. Set it in Helvetica Rounded Bold Condensed, if you own the typeface. Otherwise, in Arial, Helvetica or Verdana – plain or bold. Keep the original font body size (102 pt or, preferably,120 pt) and the title on a single line whenever possible. Reduce the body size and/or set the title on more than one line only if unavoidable. 2.Poster Subtitle Replace the mock-up text of the poster subtitle (”Place Your Poster Subtitle Here”) with the text of your own subtitle. Keep the original font colour (black). Keep the flush-right justification. Set it in MetaPlusBook-Roman, if you own the typeface. Otherwise, in Arial, Helvetica or Verdana. Keep the original font body size (72 pt) and the subtitle on a single line whenever possible. Reduce the body size and/or set the subtitle on more than one line only if unavoidable. If your poster does not have a main subtitle, delete the subtitle mock-up text or its text-box altogether. 3.Poster Main Text and Illustrations Replace the mock-up text of the poster with your own text. Keep it within the boundaries of the two main-text boxes provided. Keep the original font colour (black). Should you need a second colour within your text, use the same one of the poster title (100c 80m 0y 0k). Keep the flush-left justification. Set the main text in MetaPlusBook-Roman and the section headings in MetaPlusBold-Roman, if you own the typefaces. Otherwise, the main text in Arial, Helvetica or Verdana, and the section headings in their respective bold weights. Adjust the font body size and leading to the needs of your own text, depending on its overall length, for optimal display and legibility. Should you need a second level of text, set it in a smaller body size than that of your main text (and, in the case of photo captions, in italics, too). Place your illustrations (pictures, graphs, etc.) within the boundaries of the two main-text boxes. Adjust your text-flow as needed. 4.Contact Box Replace the mock-up contents of the contact box with your own data. Keep the contact box in place if possible. Place it elsewhere only if unavoidable for layout reasons, but in that case try, at least, to align it with some main element of the poster. 5.Additional Logos Should you need to display additional logos (e.g., of partner organizations or universities), reduce or enlarge them to a height within those of the JRC logo and the Directorate or Institute logo. Place any additional logos on the bottom of the poster, evenly spaced between the JRC and (if there is one) the Directorate or Institute logo, and vertically centred with them. Main Variable MeanStd. Dev.Observation ln (R&D Stock)10.609032.1239302262 (1995-2006) ln TFP1.2262800.3202762484 (1992-2006) SectorElasticity 1 (different Obsolescence rate) Elasticity 2 (Obsolescence rate=0.125) Observation High-tech0.2106820.218392104 Mid-high tech0.1287710.089635389 Mid-low tech0.0794980.078182274 Low tech0.1152240.105929448 Manufacturing IndustryTech. sector Elasticity 1 (different Obsolescence rate) Elasticity 1 (Obsolescence rate=0.125) Observation Beverage and Food productsLow 0.0818330.092267123 Tobacco productsLow Textile, except Apparel and FurLow 0.0864950.09918960 Apparel and Fur productLow 0.2315790.24205136 Leather, Luggage and FootwearLow 0.0564730.16351625 Wood, Wood and Cork product, ex. Fur.Low 0.1238460.1291632 Pulp, Paper, Paper productLow 24 Publishing, Printing, Recorded media reproduction Low 0.1489810.17251944 Coke, Refined Petroleum, Nuclear fuelMid-low 16 Chemical material and productMid-high 106 Rubber and Plastic productMid-low 0.0947690.10587454 Non-metallic mineralsMid-low 0.0875470.06539676 Basic metal productMid-low 0.1078580.10228567 Fabricated metal productMid-low 0.2041470.2071168 Other machinery and equipmentMid-high 0.13980.150781154 Office, Accounting machineryHigh 16 Other electrical equip. and TransformersMid-high 0.0933680.10236964 Electric video and audio equip., telecom.High 0.2250620.24472432 Medical, Precision and Optical inst., Watches and clocks High 0.1835960.18811556 Motor Vehicles, Trailers, SemitrailersMid-high 0.090660.09566324 Other Transport equip.Mid-high 0.1115280.12005841 Furniture and other ManufacturingLow 0.1390330.14775388 Recovery material reproducingLow 16 Total0.099010.1151841215 Approach Research is conducting on 23 groups according to 2- digit category of KSIC(Korea Standard Industry Classification) and four sectors according to OECD technology sector and product classification


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