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Creating a business word list for teaching business English

Konstantakis, Nikolaos

Abstract

Foreign language students planning to study business at English-speaking universities have little or no previous training in English for Academic Purposes in general, or in Business English in particular. Nonetheless, these students rely heavily on their ability to read and fully comprehend a variety of business course books and other materials in the field. Reading comprehension, however, depends to a great extent on an individual’s vocabulary level. Vocabulary may be acquired by learning word lists. One very useful list of this kind is the General Service List (West, 1953) which includes the 2,000 most common words for teaching and learning English. Another potentially useful list, which is more specialised, is the Academic Word List (Coxhead, 2000), which provides the most common words in academic texts. These two lists, however, fail to provide the prospective students of business with the technical vocabulary that is particular to their area of study. A third list, therefore, more specialised and business-oriented is required in order to cover this gap. The present paper describes the attempt to create a Business Word List.

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ELIA 7, 2007, pp. 79-102 CREATING A BUSINESS WORD LIST FOR TEACHING BUSINESS ENGLISH Nikolaos Kons an akis Swansea Uni e si y, UK Fo eign language s uden s planning o s udy business a English-speaking uni e si ies ha e li le o no p e ious aining in English o Academic Pu poses in gene al, o in Business English in pa icula . None heless, hese s uden s ely hea ily on hei abili y o ead and ully comp ehend a a ie y o business cou se books and o he ma e ials in he ield. Reading comp ehension, howe e , depends o a g ea ex en on an indi idual’s ocabula y le el. Vocabula y may be acqui ed by lea ning wo d lis s. One e y use ul lis o his kind is he Gene al Se ice Lis (Wes , 1953) which includes he 2,000 mos common wo ds o eaching and lea ning English. Ano he po en ially use ul lis , which is mo e specialised, is he Academic Wo d Lis (Coxhead, 2000), which p o ides he mos common wo ds in academic ex s. These wo lis s, howe e , ail o p o ide he p ospec i e s uden s o business wi h he echnical ocabula y ha is pa icula o hei a ea o s udy. A hi d lis , he e o e, mo e specialised and business-o ien ed is equi ed in o de o co e his gap. The p esen pape desc ibes he a emp o c ea e a Business Wo d Lis . Key wo ds: Business English, echnical ocabula y, co po a, wo d lis s, lexical co e age Los es udian es de lenguas ex anje as que planean es udia inanzas en uni e sidades de países de habla inglesa ienen poco conocimien o del inglés con ines académicos en gene al, y del inglés pa a los negocios en pa icula . Sin emba go, es os es udian es deben lee y comp ende pe ec amen e g an a iedad de lib os de ex o y ma e iales elacionados con el mundo de los negocios. Pe o la comp ensión de ex os depende del Es udios de lingüís ica inglesa aplicada 80 Nikolaos Kons an akis ELIA 7, 2007, pp. 79-102 ni el de ocabula io de cada indi iduo. El ocabula io puede se adqui ido a a és de lis as de palab as. Una lis a muy ú il es la Gene al Se ice Lis (Wes , 1953), que incluye las 2.000 palab as más comunes pa a enseña y ap ende inglés. O a lis a, más especializada, que puede se de u ilidad es la Academic Wo d Lis (Coxhead, 2000) y o ece las palab as más comunes en ex os académicos. Es as dos lis as, sin emba go, no p o een a los u u os es udian es de negocios del ocabula io écnico especí ico de su á ea de es udio. Po lo an o, una e ce a lis a más especializada y o ien ada hacia los negocios es necesa ia pa a cub i es a necesidad. El p esen e a ículo desc ibe el in en o de c ea una Lis a de Vocabula io pa a los Negocios. Palab as cla e: inglés pa a los negocios, ocabula io écnico, co pus, lis as de ocabula io, cobe u a léxica 1. Backg ound Fo eign s uden s s udying business subjec s a English-speaking uni e si ies ely hea ily on hei abili y o ead and ully comp ehend a a ie y o business cou se books and o he ma e ials in he ield. Be o e s a ing business cou ses a uni e si ies, hese o eign s uden s usually ha e li le o no aining in Business English speci ically o in English o Academic Pu poses (EAP) in gene al. An example is gi en by Tschi ne (2004) who conduc ed a s udy wi h s uden s in seconda y schools in Sachsen, Ge many, and ound ha e en hough he s uden s had been s udying English o mo e han eigh yea s hey did no necessa ily mee he ocabula y h esholds equi ed o unde s anding academic ex s. Ano he case is men ioned by Nu weni and Read (1999) who conduc ed a s udy on how many wo ds i s - yea s uden s o an Indonesian uni e si y knew. The esul s showed ha he s uden s knew 986 wo ds ou o he Gene al Se ice Lis ’s (GSL) (Wes , 1953) 2,000 wo ds, and 240 ou o he Uni e si y Wo d Lis ’s (UWL) (Xue and Na ion, 1984) 800 wo ds, making a o al o 1,226 wo ds. This, howe e , was much less han he 4,000 wo ds which we e p esc ibed by he na ional cu iculum o high school. S uden s who ha e inadequa e o no aining will, soone o la e , ind hemsel es acing di icul ies when hey ha e o C ea ing a business wo d lis o … 81 ELIA 7, 2007, pp. 79-102 cope wi h specialis ex s. Reading comp ehension, consequen ly, becomes a de e mining ac o o hei success. 1.1. Reading Comp ehension and Vocabula y S uden s’ eading comp ehension abili ies a e la gely a ec ed by hei lexical le el. Lau e and Sim (1985a), o example, while in es iga ing how s uden s wi h pa ial linguis ic knowledge in e p e a ex , concluded ha lea ne s need mainly a s ong ocabula y base in o de o use con ex ual clues e ec i ely. In ano he s udy, Lau e and Sim (1985b) showed ha in hei e o o unde s and ex s lea ne s elied i s ly on wo d meaning, hen on subjec knowledge, and las o all on syn ax. In hei esea ch, Ulijn and S o he (1990) sugges ha eading depends chie ly on unde s anding he meaning o he ex ’s wo ds and i s subjec ma e . Lau e (1992b) conduc ed a s udy in o de o ind ou whe he he lea ne s’ gene al academic abili y o hei lexical le el is a be e p edic o o eading in L2, and he esul s indica ed ha i is hei lexical le el. Finally, Haynes and Bake (1993), in an expe imen wi h college s uden s on a ex ha included bo h linguis ic and non-linguis ic lexical amilia isa ions, concluded ha L2 eade s need no only be e eading s a egies bu also g ea e ocabula y knowledge o comp ehension. Vocabula y, he e o e, appea s o be he basic aspec in unde s anding a ex . Fo eign s uden s p epa ing o uni e si y le el s udies in business can be no excep ion o he abo e conclusions; hey need adequa e ocabula y in o de o be able o unde s and and cope wi h hei business cou se books. Bu how much ocabula y is exac ly necessa y o hem o achie e success ul comp ehension? 1.2. Vocabula y Size Lau e (1989) a emp ed o de e mine wha he minimum lexical co e age o comp ehension o au hen ic ex s is. She ound in he s udy ha he s uden s who could unde s and 95% o he wo ds in he ex she used o 82 Nikolaos Kons an akis ELIA 7, 2007, pp. 79-102 analysis sco ed 55% and abo e on a eading comp ehension es , which was an accep able sco e o he expe imen . In a u he s udy (Lau e , 1992a), she ied o asce ain his ime wha ocabula y size is equi ed by lea ne s o achie e an accep able sco e in a eading comp ehension es . The esul s showed ha a ocabula y size o 3,000 wo d amilies – o 4,800 lexical i ems – p edic s a minimum eading comp ehension es esul o 56%, again an accep able sco e. The wo s udies he e o e sugges ha a lexical co e age o 95% in a ex , o knowledge o a ocabula y o 3,000 wo d amilies, is he much desi ed h eshold o lea ne s o be able o achie e sa is ac o y eading comp ehension. Howe e , Hi sh and Na ion (1992), in a s udy conduc ed using h ee no els in ended o younge eade s, ha e sugges ed ha a co e age o 98% is he desi able le el o pleasu able eading. Hu and Na ion (2000), using ou di e en le els o co e age o a ic ion ex which was es ed on lea ne s, p oduced esul s which showed ha a he 95% le el some lea ne s achie ed adequa e comp ehension bu he majo i y did no . They also concluded ha lea ne s would need o know 98% o he unning wo ds o he ex in o de o be able o ead o pleasu e, which suppo s he 98% co e age claim made ea lie by Hi sh and Na ion. Wha kind o wo ds, howe e , mus be augh and lea ned in o de o achie e ei he o he abo e pe cen ages? The mos equen wo ds in English is a i s answe . These a e wo ds ha make up he co e ocabula y ha is used in all kinds o ex s. A collec ion o such wo ds is he GSL. Since he p esen s udy has p ospec i e uni e si y s uden s o business as i s a ge g oup, an addi ional numbe o wo ds which a e ound in academic ex s is a necessa y supplemen . These can be ound in he Academic Wo d Lis (AWL). 1.3. The GSL and he AWL The GSL is a lis de eloped by Wes (1953) om a co pus o 5 million wo ds and i is based on wo d coun s ca ied ou in he 1930s. I con ains abou 2,000 headwo ds mainly chosen on he basis o equency (Na ion and Wa ing, 1997). These 2,000 headwo ds a e high equency wo ds and hey C ea ing a business wo d lis o … 83 ELIA 7, 2007, pp. 79-102 con ain mos o he 176 unc ion wo ds o English (Coxhead and Na ion, 2001). The AWL was de eloped ai ly ecen ly by Coxhead (2000) om he Academic Co pus. This is a co pus o 3.5 million unning wo ds which Coxhead compiled and i consis s o ex s om ou subco po a which a e ep esen a i e o academic subjec s, i.e. A s, Comme ce, Law, and Science. The lis con ains 570 headwo ds ha ha e been expanded o wo d amilies acco ding o he wo d amily de ini ion o Baue and Na ion (1993), up o and including le el 6. These a e wo ds which a e no included in he GSL. 1.4. Validi y o he GSL and he AWL A ques ion which eadily comes o mind a his poin is o wha ex end he GSL and he AWL a e alid. Na ion (2004) conduc ed a e y in e es ing s udy o his end in which he compa ed he GSL and he AWL wi h h ee equency lis s he compiled om he BNC. Rega ding he GSL, numbe s, days o he week and mon hs o he yea we e no included in he o iginal lis bu we e added by Na ion o he pu poses o his s udy. The headwo ds we e expanded o wo d amilies using he wo d amily de ini ion acco ding o Baue and Na ion (1993), up o and including le el 6. As a esul , he 2,000 headwo ds we e educed o 1,986 headwo ds in he end. Added o hese we e he 570 wo d amilies om he AWL, making a o al o 2,556 headwo ds o wo d amilies. As o he BNC lis s, he named he i s lis BNC 1000 because i con ains he 1,000 mos equen wo ds om he BNC, he second lis BNC 2,000, and he hi d one BNC 3,000. I mus be no ed ha he BNC lis s con ained 444 mo e wo d amilies (3,000 in o al) han he combined GSL and AWL. These wo lis g oups we e es ed on ou di e en co po a in o de o ind he co e age hey p o ide. The esul s showed ha he BNC lis s p o ide only a sligh ly be e co e age anging om 0.9% o 2%. These indings a e sound indica ion ha he GSL and he AWL a e ex emely alid, mos su p isingly gi en he da e he GSL was de eloped. 84 Nikolaos Kons an akis ELIA 7, 2007, pp. 79-102 1.5. How Much Co e age Do he GSL and he AWL P o ide? Na ion and Wa ing (1997), based on a numbe o p e ious s udies, epo ha he GSL p o ided a co e age o 78% o 92% in a ious kinds o w i en ex s, gi ing an a e age o 82%. The AWL on he o he hand gi es a co e age o 10% in he Academic Co pus (Coxhead, 2000). Bu when es ed on he ou subco po a o he Academic Co pus indi idually, i.e. A s, Comme ce, Law, and Science, i gi es a su p ising 12% o he comme ce subco pus and 9.0% o 9.4% o he o he h ee academic a eas (Coxhead, 2002). As Coxhead igh ly ema ks (2002), he AWL bene i s he comme ce s uden s mo e han he o he s. The eal po en ial o he lis s, howe e , can be seen when hese wo a e used oge he . When he GSL is combined wi h he AWL, hey p o ide a co e age o 88.8% o he comme ce subco pus in he Academic Co pus, he highes in all ou academic subjec s (Coxhead, 2002). When es ed on he whole Academic Co pus, i.e. all subco po a included (3.5 million wo ds), he wo lis s gi e 86.1% (Coxhead , 2000). Also, Na ion (2004) epo s ha when he es ed he GSL and he AWL on ou o he co po a, he wo lis s combined p o ided a co e age o 85.5% o 91.4%. The abo e esul s he e o e s ongly indica e ha knowledge o hese wo wo d lis s could p o ide a e y sa is ac o y basis o eading comp ehension. These lis s a e a sho -cu o e icien comp ehension because hey a e he mos impo an wo ds ha s uden s need o know o cope wi h uni e si y ex s. 2. Aims The aims se o he p esen s udy a e, he e o e, he ollowing: 1. To asce ain whe he he GSL and AWL combined can p o ide a pe cen age o lexical co e age in business ex s ha eaches 95%. 2. I he wo lis s do no p o ide a 95% co e age, o a emp o c ea e a new lis made speci ically o business- ela ed wo ds. C ea ing a business wo d lis o … 85 ELIA 7, 2007, pp. 79-102 As has been poin ed ou ea lie , wo pe cen ages ha e been sugges ed ega ding he h eshold o success ul eading comp ehension: 95% and 98%. Howe e , he 95% was chosen as he aim because i is he minimum lexical le el equi ed o comp ehension, and also because i was de e mined using academic ex s, and his esea ch add esses p ospec i e uni e si y s uden s o business. 3. Me hodology 3.1. The Co pus Fo he p esen s udy, he Published Ma e ial Co pus (PMC) compiled by Nelson (2000) was chosen. I con ains abou 600,000 wo ds and i is made up o ex s coming om 33 Business English cou se books selec ed o e a pe iod o en yea s (1986-1996). These cou se books we e selec ed acco ding o a popula i y c i e ion since i was conside ed impo an ha he co pus e lec ed he ac ual books ha Business English eache s and s uden s use. I was upon his c i e ion ha he pa icula co pus was chosen because i ep esen s wha he s uden s o Business English we e ac ually augh . 3.2. The So wa e Tool The so wa e used o he pu poses o his s udy is RANGE (Hea ley, Na ion, & Coxhead, 2002). This so wa e uses he GSL and he AWL as iles. The wo ds in bo h lis s a e expanded in o hei wo d amilies. The GSL is di ided in o wo iles, one con aining he i s 1,000 mos common wo ds and ano he ile con aining he second 1,000 mos common wo ds. The wo ds o he AWL a e all in a hi d ile. The use can load one o mo e ex s and he p og am will compa e he ex (s) agains hese wo d lis s. The ou come o co e age is p esen ed in pe cen ages o each lis . The wo ds ha a e no ound in any o hese lis s a e also p o ided. One o he e y use ul ea u es o he so wa e is ha i can also so he wo ds in alphabe ical o de and in o de o ange o equency. 86 Nikolaos Kons an akis ELIA 7, 2007, pp. 79-102 3.3. P ocedu e The i s aim o he s udy was o e i y whe he he GSL and he AWL would p o ide a pe cen age in co e age o he PMC close o he 90% which, as men ioned abo e, is cha ac e is ically he s anda d pe cen age ha hese wo lis s p o ide, o 95% o co e he business ocabula y as well. I he co e age p o ed o be 95%, i would mean ha he GSL and he AWL wo ds would be enough o p ospec i e s uden s o business o know. I , howe e , i p o ed o be 90%, hen a Business Wo d Lis (BWL) would ha e o be de eloped in o de o co e he gap. To ha end, he PMC was un in RANGE and he esul s a e p esen ed in Table 1: 1k 80.26% 2k 5.46% AWL 4.66% TOTAL 90.38% Table 1: Pe cen age o co e age o he PMC The esul s showed ha he GSL and he AWL wo ds co e a li le mo e han 90% in he PMC, so he combina ion o he wo wo d lis s is no enough o each 95%. This esul p o ided an answe o he i s aim o his esea ch. I also mean ha a BWL would ha e o be c ea ed o each a 95% co e age. Howe e , he pe cen age he BWL ac ually needed o co e in o de o each 95% was only abou 5%, since mo e han 90% was al eady co e ed by he wo ds o he GSL and he AWL. The nex s ep was o so he wo ds o he co pus no belonging o he GSL and he AWL as his was he pool om which he wo ds o he BWL would come om. I was decided o s a wi h he wo ds ha ha e a C ea ing a business wo d lis o … 87 ELIA 7, 2007, pp. 79-102 high ange o occu ence in he co pus. Fo he PMC, ange ep esen s he 33 cou se books ha make up he co pus, and, consequen ly, a limi had o be se . I was decided ha wo ds ha did no appea in less han i e cou se books we e no eligible. The ollowing s ep was o ake he selec ed wo ds h ough a p ocess o clea ing. Du ing his s age, all p ope names, nume icals, La in wo ds, na ionali ies, ac onyms, and in e jec ions we e aken ou . These a e wo ds which a e conside ed known o wi h e y low lea ning bu den. This is a p ocedu e ha Coxhead (2000) has also ollowed o he AWL. Ano he ca ego y ha had o be aken ou was abb e ia ions. This was a di icul ask since, apa om abb e ia ions like Co ( o Company) o L d ( o Limi ed), he e we e a numbe o o he s ha al hough s ic ly speaking hey a e abb e ia ions, hey a e pa o e e yday ocabula y and accep ed nowadays as such. Examples a e TV, CV, memo, and ad. The c i e ion o abb e ia ion was s ic ly imposed and such wo ds we e also aken ou . The emaining wo ds we e hen expanded o hei wo d amilies acco ding o Baue and Na ion (1993), up o and including le el 6, and ha p oduced a lis o 480 headwo ds. These comp ised he i s e sion o he BWL which had o be es ed now o co e age. They we e sa ed and added o RANGE as a ou h lis . The PMC was un again in RANGE; his ime i checked he co pus’s wo ds agains he GSL, he AWL, and he newly de eloped BWL. The esul s a e p esen ed in Table 2. 1k 80.26% 2k 5.46% AWL 4.66% BWL 2.55% TOTAL 92.93% Table 2: Pe cen age o co e age including he BWL 94 Nikolaos Kons an akis ELIA 7, 2007, pp. 79-102 1k 80.26% 2k 5.46% AWL 4.66% BWL 2.80% Ac onyms/Abb e ia ions 0.30% P ope names and Na ionali ies 2.18% NEW TOTAL 95.65% Table 6: Pe cen age co e age including p ope names and na ionali ies 5. Conclusion and Fu u e Resea ch S uden s p epa ing o uni e si y business subjec s need o be ained wi h echnical ocabula y ha will help hem cope wi h he ex s o hei uni e si y cou se books. A co pus wi h ex s om Business English cou se books was used in o de o ind his equi ed echnical ocabula y. As a esul , a Business Wo d Lis was de eloped using a se o selec ion c i e ia. When his lis is added o he GSL and he AWL, hey all p o ide a pe cen age o 93.47%. This lis includes he ac onyms and abb e ia ions which a e so necessa y o e ec i e comp ehension o business ex s. Assuming also ha s uden s ha e ela i ely no di icul y in iden i ying p ope names and na ionali ies, he ac ual comp ehension co e age eaches 95.65%. This pe cen age goes sligh ly beyond he 95% se by Lau e ’s (1989) s udy o success ul comp ehension in academic ex s, and ha was one o he aims o his s udy. Wha his means in p ac ice is ha s uden s, p o ided hey al eady know he wo ds belonging o he GSL and he AWL, will be in an ad an ageous posi ion o achie e g ea e comp ehension ega ding business ex s, once hey also acqui e he wo ds coming om he BWL. C ea ing a business wo d lis o … 95 ELIA 7, 2007, pp. 79-102 A possible way o aise he co e age pe cen age o he Business Wo d Lis e en mo e would be o lowe he ange and equency c i e ia. I he limi goes u he down, i.e. less han 5 o ange (which means including wo ds which appea in less han i e Business English cou se books) and less han 10 o equency (include wo ds which occu less han en imes in he whole co pus), hen a conside able numbe o wo ds will be added o he al eady de eloped BWL, possibly con ibu ing an e en g ea e pe cen age o co e age. The ques ion, howe e , is exac ly how use ul wo ds o equency o 3, o example, can be. The p esen BWL mus be es ed wi h s uden s. A s udy explo ing whe he his BWL is enough o s uden s o achie e sa is ac o y esul s in ac ual eading comp ehension es s o business ex s is essen ial, and will e i y he alidi y o he lis . In he u u e, a s udy using ano he co pus may yield a highe pe cen age o co e age. This o he co pus may be made up o ex s coming om ac ual uni e si y business cou se books, and no om Business English cou se books, as was he one used o he p esen s udy. 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Appendix Business Wo d Lis abo e-men ioned accesso ies acid ad e se ae ospace a e -sales agenda agg essi e ai c a ai line ai po ai ways ala m alliance amazing announced an ispy an i- he appeal appliances app aisal ap i ude assemble s asse in-dep h in la ion ing edien s inhabi an s in-house injec ion insis ins all insu e s in e iew i e ocable jacke jeans junc ion junio keen keyboa d kids know-how labo a o ies lading lamb lane la ge-scale axa ion eamwo k echnicians echnologies elecommunica ions ele ax ele ision elex ennis e i ic e i o y ex iles he p awns p e e ably p emises p emium p esen a ions p es ige p e- ax p ice-lis p in e p ocesso p o esso C ea ing a business wo d lis o … 99 ELIA 7, 2007, pp. 79-102 a mosphe e audi au ho ised au omo i e au onomy awa d aw ul bank up ba ie s ba e y beach bee be o ehand be bid champagne cha e cha check-in chemis chocola e ciga e e cinema ci cui ci cula ed clea ance cle ical clien clima e coach cock ail cocoa column comme cials compac compe en compe i o comp omise conce conc e e con iden ial conglome a e conjunc ion cons consignmen con inen al launch layou lea le leasing le -hand leisu e lemonade liabili y lieu li es yle in en o y in oice li e ally logo long- e m lounge luc a i e luggage lunch ime luxu y madam magazine e-enginee ing e e ence e und emi ance emo e emune a ion en al eso esume e ail idiculous isen obo s ocke manage ial manpowe ma ine ma i al ma ke place ma k-up massi e ma e ni y medium-sized medium- e m p o ile p o i abili y p omo ional p one p oposi ion p o ec ionis p o o ype p o isional pub que ies ques ionnai e adius ally a ings ecall ecep ion ecession ecipe eckon ec ui ecycled edesign edundancy esacked salad salesman sandwich sa elli e sco e sc ap seasonal sec e a ial sel -employed semina senio session se back se -up shampoo sha eholde shippe sho lis sho - e m si s si e-sha ing ski 100 Nikolaos Kons an akis ELIA 7, 2007, pp. 79-102 con eyo cope co esponden cosme ics cos -e ec i e coun e coun e pa s coun y c ane c a es c azy c edibili y a - eaching ax easible eed eedback es i al iscal i ings lexi ime luen luo escen ollow-up oo hold o ecas o emos o nigh agile anchise eigh inge uel ul il ull- ime gamble ga men s ga eau gea elec onic emba assing emo ional engaged enqui ies en e p ise en husiasm memo andum menu me chandise me ge mess me opoli an misunde s ood mobile modem mone a y mo ale mo gage mo o way mo ie mul ina ional museum na ionali y nego ia e ne ous niche no i y nu shell objec i es obliged obs acle old- ashioned on-boa d ope a opposi ion op imis ic o ganise ou doo ou le s ou se o e d a o e head o e nigh o e ime o e iew pace packaging palace panic pape wo k pa pa - ime slice slump sma so wa e sophis ica ed specialising spec acula spicy spokesman sponso ship squash s a ing s ake s a e s s a -up s a e-o - he-a s a ic s a ione y s e eo s e ling s imula ing s o age s ain s eng hs ick iles iming iny oken one one onnes ou ism a ic ainee ai s ansac ion a elle emendous olley uck umble unnel u no e unde g ound unexpec ed C ea ing a business wo d lis o … 101 ELIA 7, 2007, pp. 79-102 en i led en ep eneu ial equi y execu i e exhibi o s expendi u e ab ic ai s ake an as ic genuine geog aphical gian gin glance gol goods goodwill g adua e g aph g oce s g oss gul guy hal ham ha dwa e ha d-wo king headaches headhun e headqua e s heigh holdings homemake s homewo k hope ully hospi ali y hos ile household huge humou impo imp essed incon enience incu ed passpo pas a pa en payable peak pee penal y pence pension pe sonali y pe sonnel pe ol pha maceu ical pho ocopy ph ases pie pizza plane plas ic pla o m po po able po olio pos age po a oes po e ies o a ion ou ine umou s s udio subsidia ies sui e supe supe io supe ma ke supe ision su plus swap swi ch ackle ac ics akeo e alen ank a i s upda e upg ade up- o-da e up u n u gen acancies aca ion as ege ables ege a ian en u e enue e ical iable ice ice-p esiden ideo iewpoin i al walkman wa ehouse waybill weake well-known wha soe e whisky wholesale wi hd aw wo k o ce wo kplace wo kshop wo ldwide wo hwhile yach yen zone 102 Nikolaos Kons an akis ELIA 7, 2007, pp. 79-102 Abb e ia ions Lis Ab Ad Ad e Ag AGM Asap Asn A n Au o B os Cc CD CEO Ci Co Co p CV Del Dep DTI EC F -Se EEC Enc Encl F GATT Gdp Gmbh GNP Hi-Fi Inc L d MBA MD Memo PA PC Plc Pp P P y Recap Re Reg Rep Sa Tel Telecom TV USD VAT Recei ed 15 June 2007: Re ised e sion ecei ed 1 Oc obe 2007