<strong>Energizing</strong> <strong>California</strong> Milken Institute Appendix Methodology With the exception of output, company-specific data (employment and earnings per employee) was provided by <strong>Chevron</strong>. Industry-wide data broken out by NAICS and by region was complied and processed from the Bureau of Labor Statistics (BLS) and Moody’s Economy.com. <strong>Chevron</strong>’s output at the six-digit NAICS level was derived by applying output data at the four-digit NAICS level from Moody’s Economy.com to the ratio of four- to six-digit wage shares from the BLS. For a few industries for which the government does not release data at the more detailed NAICS level, the next aggregate NAICS level data was compiled. For example, in the most extreme case, since the BLS does not disclose data for NAICS 4861 (pipeline transportation of crude oil), data at the industry level was compiled from its corresponding three-digit NAICS level (pipeline transportation). The Regional Input-Output Modeling System (RIMS II) developed by the Bureau of Economic Analysis (BEA) at the U.S. Department of Commerce was used to conduct the systematic economic multiplier impact analysis. This methodology uses the input-output structure of industries at the national and regional level to estimate the total impact one industry has on the wider economy. The employment, earnings, and output multipliers from RIMS are applied to the appropriate employment, earnings, and output estimates from the BLS and Moody’s Economy.com. The input-output matrix from RIMS provides the necessary coefficients, or multipliers, needed to estimate the total number of jobs and value of wealth generated in all other sectors through the energy industry. Thus, the total impact is calculated by applying the appropriate multiplier to the direct impact for employment, earnings, and output. The difference between the total and direct impacts comprises the indirect and induced portions of the impact. The employment and earnings multipliers are based on a direct-effect concept. In other words, these multipliers quantify how employment and earnings stemming from the industry directly impact employment and earnings across all industries. More specifically, the direct-effect employment multiplier measures the change in the number of jobs in all industries that results from a change of one job in the energy industry. In a similar fashion, the direct-effect earnings multiplier calculates the total dollar change in the earnings of households employed by all industries that results from a $1 change in earnings paid directly to households employed by the energy industry. Finally, the output multiplier is based on a final-demand concept. It measures the total dollar change in output in all industries that results from a $1 change in output delivered to final demand by the energy industry. Multipliers for the energy industry are unique for each geographic region. At the local level, multipliers can vary depending on the chain of supplier networks. The longer the chain, the less economic activity will leak into other areas. For that reason, multipliers at the state level are less prone to leakage than those at the metro level, and multipliers at the national level are even greater. In arriving at the state multiplier effects, the result from summing up all economic activity at the metro level will differ than the results produced at the state level. The discrepancy between the two multipliers stems from a leakage effect. The BEA multipliers are based on the 1997 national benchmark input-output (I-O) accounts, while incorporating 2005 regional data as defined by North American Industry Classification (NAICS) system. Further documentation of the NAICS classification is provided by the Office of Management and Budget. 35
Industry profile By region and by NAICS code, 2007 Region Bakersfield Bay Area Los Angeles Other <strong>California</strong> NAICS code NAICS description Employment Earnings* Output Earnings* per employee Output per employee Employment Earnings* Output Earnings* per employee Output per employee Employment Earnings* Output 211111 Crude petroleum and natural gas extraction 1,013 $96,511,997 $427,788,843 $95,273 $422,299 3,333 $317,590,957 1,407,720,000 $95,273 $422,299 30.4% 30.4% 30.4% 1.00 212111 Bituminous coal and lignite surface mining 0 $0 $0 $0 $0 0 $0 0 $0 $0 0.0% 0.0% 0.0% 0.00 324110 Petroleum refineries 85 $8,737,105 $37,828,760 $102,789 $445,044 726 $85,911,383 371,967,718 $118,340 $512,372 11.7% 10.2% 10.2% 0.23 324191 Petroleum lubricating oil and grease manufacturing 1 $88,287 $382,252 $88,287 $382,252 45 $2,220,706 9,614,917 $49,787 $215,559 2.2% 4.0% 4.0% 0.18 48311 Deep-sea freight /coastal and Great Lakes transportation 0 $0 $0 $0 $0 3 $126,000 331,891 $42,000 $110,630 0.0% 0.0% 0.0% 0.00 486110 Pipeline transportation of crude 39 $3,455,415 $25,656,947 $88,600 $657,870 279 $14,393,000 106,870,067 $51,588 $383,047 14.0% 24.0% 24.0% 11.04 424690 Other chemical and allied merchant wholesalers 0 $0 $0 $0 $0 0 $0 39,398,382 $0 $0 0.0% 0.0% 0.0% 0.00 424720 Petroleum and petroleum products merchant wholesalers*** 1 $81,321 $122,358 $81,321 $122,358 242 $32,048,601 48,221,189 $132,597 $199,510 0.4% 0.3% 0.3% 0.05 531190 Lessors of other real estate property 0 $0 $0 $0 $0 134 $4,375,138 70,071,733 $32,652 $522,950 0.0% 0.0% 0.0% 0.00 541320 Landscape architectural services**** 0 $0 $0 $0 $0 0 $0 21,228,561 $0 $0 0.0% 0.0% 0.0% 0.00 Bakersfield total 1,139 $108,874,125 $491,779,161 $95,587 $431,764 4,762 $456,665,784 2,075,424,459 $95,903 $435,855 23.9% 23.8% 23.7% 1.56 211111 Crude petroleum and natural gas extraction 889 $141,293,939 $59,237,897 $158,936 $66,634 2,925 $464,954,397 $194,933,491 $158,936 $66,634 30.4% 30.4% 30.4% 1.00 212111 Bituminous coal and lignite surface mining 0 $0 $0 $0 $0 0 0 0 $0 $0 0.0% 0.0% 0.0% 0.00 324110 Petroleum refineries 5,151 $703,219,304 $2,423,615,465 $136,521 $470,514 6,550 $962,022,554 $3,315,569,873 $146,872 $506,189 78.6% 73.1% 73.1% 1.55 324191 Petroleum lubricating oil and grease manufacturing 89 $10,429,667 $35,945,406 $117,187 $403,881 402 $24,867,124 $85,703,486 $61,790 $212,958 22.1% 41.9% 41.9% 1.81 48311 Deep-sea freight /coastal and Great Lakes transportation 326 $39,032,467 $37,569,133 $119,731 $115,243 1,141 $134,321,000 $129,285,283 $117,722 $113,309 28.6% 29.1% 29.1% 5.09 486110 Pipeline transportation of crude 19 $1,697,243 $6,101,575 $89,329 $321,136 1,044 $49,815,000 $179,084,494 $47,716 $171,537 1.8% 3.4% 3.4% 1.44 424690 Other chemical and allied merchant wholesalers 242 $33,115,647 $46,492,612 $136,842 $192,118 2,154 $293,121,123 $411,526,510 $136,077 $191,045 11.2% 11.3% 11.3% 3.91 424720 Petroleum and petroleum products merchant wholesalers** 299 $27,703,394 $38,564,411 $92,653 $128,978 1,133 $133,805,123 $186,262,944 $118,048 $164,328 26.4% 20.7% 20.7% 2.88 531190 Lessors of other real estate property 1 $245,511 $6,639,066 $245,511 $6,639,066 1,430 $50,745,112 $1,372,239,081 $35,488 $959,661 0.1% 0.5% 0.5% 0.81 541320 Landscape architectural services**** 65 $8,767,351 $15,160,896 $134,882 $233,245 2,046 $138,390,940 $239,311,818 $67,638 $116,963 3.2% 6.3% 6.3% 3.18 Bay Area total 7,081 $965,504,524 $2,669,326,461 $136,351 $376,970 18,826 $2,252,042,372 $6,113,916,980 $119,621 $324,751 37.6% 42.9% 43.7% 2.46 211111 Crude petroleum and natural gas extraction 13 $611,571 $375,956,592 $47,044 $28,919,738 43 $2,012,491 $1,237,156,187 $47,044 $28,919,738 30.4% 30.4% 30.4% 1.00 212111 Bituminous coal and lignite surface mining 0 $0 $0 $0 $0 0 $0 $0 $0 $0 0.0% 0.0% 0.0% 0.00 324110 Petroleum refineries 1,175 $109,823,507 $383,271,817 $93,467 $326,189 4,127 $571,962,939 $1,996,087,002 $138,576 $483,614 28.5% 19.2% 19.2% 0.56 324191 Petroleum lubricating oil and grease manufacturing 4 $487,637 $1,701,799 $121,909 $425,450 254 $14,784,553 $51,596,444 $58,300 $203,461 1.6% 3.3% 3.3% 0.13 48311 Deep-sea freight /coastal and Great Lakes transportation 18 $2,363,814 $9,017,986 $131,323 $500,999 3,184 $97,503,000 $371,975,409 $30,623 $116,826 0.6% 2.4% 2.4% 0.10 486110 Pipeline transportation of crude 25 $1,688,054 $6,938,910 $67,522 $277,556 1,856 $81,613,000 $335,478,194 $43,973 $180,753 1.3% 2.1% 2.1% 1.06 424690 Other chemical and allied merchant wholesalers $0 $0 $0 $0 3,623 $255,476,201 $874,927,897 $70,510 $241,475 0.0% 0.0% 0.0% 0.00 424720 Petroleum and petroleum products merchant wholesalers*** 202 $13,670,649 $62,558,021 $67,676 $309,693 2,066 $78,607,014 $359,712,201 $38,053 $174,133 9.8% 17.4% 17.4% 1.07 531190 Lessors of other real estate property 5 $618,281 $16,763,954 $123,656 $3,352,791 3,669 $104,823,959 $2,842,174,736 $28,574 $774,738 0.1% 0.6% 0.6% 1.59 541320 Landscape architectural services**** 22 $1,811,196 $3,776,719 $82,327 $171,669 3,809 $209,271,962 $436,375,453 $54,948 $114,578 0.6% 0.9% 0.9% 0.58 Los Angeles total 1,464 $131,074,710 $859,985,798 $89,532 $587,422 22,630 $1,416,055,119 $8,505,483,522 $62,575 $375,852 6.5% 9.3% 10.1% 0.42 211111 Crude petroleum and natural gas extraction 68 $4,915,624 $467,796,066 $72,289 $6,879,354 224 $16,175,789 $1,539,371,324 $72,289 $6,879,354 30.4% 30.4% 30.4% 1.00 212111 Bituminous coal and lignite surface mining 82 $4,279,451 $11,678,551 $52,188 $142,421 82 $4,279,451 $11,678,551 $52,188 $142,421 100.0% 100.0% 100.0% 1.00 324110 Petroleum refineries 23 $3,120,886 $22,623,773 $135,691 $983,642 1,680 $110,641,387 $802,056,072 $65,845 $477,317 1.4% 2.8% 2.8% 0.03 324191 Petroleum lubricating oil and grease manufacturing 1 $62,904 $456,000 $62,904 $456,000 103 $2,859,947 $20,732,183 $27,701 $200,812 1.0% 2.2% 2.2% 0.08 48311 Deep-sea freight /coastal and Great Lakes transportation 0 $0 $0 $0 $0 456 $19,245,000 $52,501,066 $42,204 $115,134 0.0% 0.0% 0.0% 0.00 486110 Pipeline transportation of crude 5 $361,188 $2,360,241 $72,238 $472,048 905 $37,059,000 $242,167,727 $40,949 $267,589 0.6% 1.0% 1.0% 0.44 424690 Other chemical and allied merchant wholesalers 0 $0 $0 $0 $0 1,245 $67,405,414 $273,539,301 $54,143 $219,720 0.0% 0.0% 0.0% 0.00 424720 Petroleum and petroleum products merchant wholesalers*** 67 $4,556,039 $11,741,842 $68,001 $175,251 1,742 $122,965,982 $316,908,423 $70,579 $181,897 3.8% 3.7% 3.7% 0.42 531190 Lessors of other real estate property 1 $217,043 $4,396,752 $217,043 $4,396,752 2,504 $88,435,525 $1,791,486,164 $35,314 $715,370 0.0% 0.2% 0.2% 0.46 541320 Landscape architectural services**** 3 $395,246 $786,207 $131,749 $262,069 2,205 $132,127,526 $262,822,820 $59,911 $119,173 0.1% 0.3% 0.3% 0.14 Other total 250 $17,908,381 $521,839,432 $71,634 $2,087,358 11,147 $601,195,022 $5,313,263,630 $53,932 $476,645 2.2% 3.0% 9.8% 0.15 211111 Crude petroleum and natural gas extraction 1,983 $243,333,131 $1,330,779,399 $122,710 $671,094 6,525 $1,492,396,000 $4,839,021,042 $228,704 $741,563 30.4% 16.3% 27.5% 0.45 212111 Bituminous coal and lignite surface mining 82 $4,279,451 $11,678,551 $52,188 $142,421 82 $4,279,451 $11,678,551 $52,188 $142,421 100.0% 100.0% 100.0% 0.02 324110 Petroleum refineries 6,434 $824,900,802 $2,867,339,815 $128,210 $445,654 12,660 $1,870,244,000 $6,816,765,171 $147,733 $538,464 50.8% 44.1% 42.1% 1.66 324191 Petroleum lubricating oil and grease manufacturing 95 $11,068,495 $38,485,457 $116,510 $405,110 778 $45,926,667 $176,205,165 $59,045 $226,537 12.2% 24.1% 21.8% 0.71 48311 Deep-sea freight /coastal and Great Lakes transportation 344 $41,396,281 $46,587,119 $120,338 $135,428 6,128 $237,444,000 $517,479,014 $38,747 $84,445 5.6% 17.4% 9.0% 1.46 486110 Pipeline transportation of crude 88 $7,201,901 $41,057,674 $81,840 $466,564 6,952 $258,814,000 $927,141,412 $37,229 $133,363 1.3% 2.8% 4.4% 1.63 424690 Other chemical and allied merchant wholesalers 242 $33,115,647 $46,492,612 $136,842 $192,118 8,416 $674,902,780 $1,620,788,991 $80,190 $192,578 2.9% 4.9% 2.9% 0.72 424720 Petroleum and petroleum products merchant wholesalers*** 569 $46,011,403 $112,986,631 $80,864 $198,571 6,222 $412,985,899 $941,039,188 $66,380 $151,255 9.1% 11.1% 12.0% 0.82 531190 Lessors of other real estate property 7 $1,080,835 $27,799,772 $154,405 $3,971,396 8,147 $259,282,475 $6,206,446,864 $31,824 $761,767 0.1% 0.4% 0.4% 1.82 541320 Landscape architectural services**** 90 $10,973,792 $19,723,822 $121,931 $219,154 9,014 $520,167,274 $976,333,166 $57,706 $108,312 1.0% 2.1% 2.0% 1.83 <strong>California</strong> total 9,934 $1,223,361,739 $4,542,930,851 $123,149 $457,311 64,924 $5,776,442,546 $23,032,898,563 $88,972 $354,765 15.3% 21.2% 19.7% --- Sources: BLS, Moody's Economy.com, <strong>Chevron</strong>, Milken Institute. *Earnings include bonuses; **Location quotient (LQ) equals percent share of <strong>Chevron</strong> employment relative to industry-wide divided by that same share in <strong>California</strong>. So an LQ >1 indicates that <strong>Chevron</strong> employment in the specified industry is more concentrated in the metro than it is in the state, on average; ***Except bulk stations and terminals; ****Includes planning and designing the development of land areas for projects. <strong>Chevron</strong> Industry-wide Share of industry Firm LQ**