Wayne State University Kinesiology, Health and Sport Studies College of Education 10-1-2009 Motivational Factors Influencing Sport Spectator Involvement At NCAA Division II Basketball Games Yun Seok Choi Wayne State University Jeffrey J. Martin Wayne State University, [email protected] Meungguk Park Southern Illinois University Carbondale Taeho Yoh Southern Illinois University Carbondale Recommended Citation Choi, Y., Martin, J. J., Park, M., & Yoh, T. (2009). Motivational factors influencing sport spectator involvement at NCAA Division II basketball games. Journal for the Study of Sports and Athletes in Education, 3(3), 265-284. Available at: http://digitalcommons.wayne.edu/coe_khs/34 This Article is brought to you for free and open access by the College of Education at DigitalCommons@WayneState. It has been accepted for inclusion in Kinesiology, Health and Sport Studies by an authorized administrator of DigitalCommons@WayneState. Yun Seok Choi, Jeffrey J. Martin, Meungguk Park &Taeho Yoh Motivational Factors Influencing Sport Spectator Involvement At NCAA Division II Basketball Games The purpose of this study was to investigate the motivational factors affecting sport spectator involvement using 304 spectators from NCAA Division II men's and women's basketball games. Two aspects (behavioral and socio-psychological) of sport spectator involvement were examined. The results revealed that spectators at intercollegiate basketball games had a higher level of socio-psychological involvement than behavioral involvement. A series of multiple regression analyses were conducted to examine the affects of sociomotivational factors (perceived value, fan identification, involvement opportu nity, and reference groups) on sport spectator involvement. Fan identification, involvement opportunity, and reference groups were identified as influential factors that had a significant impact on overall sport spectator involvement. The results also indicated that the four motivational factors predicted more variance for socio-psychological involvement (R2 = .33) than behavioral involve ment (R2 = .22). The findings of this study provide valuable insight to Division II athletic administrators about how to attract additional spectators to collegiate basketball games. Abstract Collegiate sports play a significant role in g en erating m eaningful grow th in the sport industry, especially in th e U nited States (Ho & Jiang, 2006). Fur therm ore, college sports have b e e n recognized as a significant m arket se g m ent due to their unique characteristics such as a diverse fan base, high levels of spectator involvem ent, an d intense m arket com petition (Fink, Trail, & A nderson, 2002). As collegiate sports have developed into a big business, m any colleges and universities se ek opportunities to accom plish their m is sions, such as increasing their visibility, enhan cin g their im age, and gener ating financial success through athletic departm ents (Howard & Crompton, 2004). Several researchers (e.g., Fulks, 2000; Robinson, Trail, Dick, & Gillentine, 2005) have reported th at athletic departm en ts w ith com petitive athletic program s g en erate profits for their universities. Direct reven ue from ticket sales as w ell as indirect revenue from sponsorship, broadcasting rights, and m erchandise are typical incom e stream s for college athletic departm ents. For exam ple, som e Division I institutions attract m ore th a n 95,000 spectators for each gam e, an d g enerate approxim ately $3 million for a single football Journal for the Study o f Sports a n d Athletes in Education, Volume 3, Issue 3, Fall 2009, pp. 265-284. Copyright © 2009 Left Coast Press, Inc. All rights reserved. 265 266 Yuri SeokChoi etal. contest (D eScheriver & Jensen, 2002). In 2006, th e U niversity of Florida athletic d ep a rtm e n t g e n e ra te d $82.4 million in rev enue. H owever, today's colleges an d universities have ex p erien c ed rapid ch a n g es (Jam es & Ross, 2004). E ducational adm inistrators are confronted w ith ch an g es associated w ith ad ap tin g technology, ch an g in g dem ographics, increasing com petition, ris ing costs, an d fundin g cuts. In addition, th e se ed u cational adm inistrators also are ch allen g ed to anticipate ch a n g es an d to form ulate proactive re sponses w hich will fu rth er th e universities' ed u catio n al missions. Because athletic program s are considered p art of h ig h er edu catio n institutions, a th letic d ep a rtm e n ts face th e sam e financial problem s as do th e institutions to w hich they belong (Shulm an & Bowen, 2001). M any colleges a n d universi ties h av e b e e n facing increasingly tight b u d g e ts in rec en t years an d have b e e n struggling to provid e m ore fu nding for th e ir ow n athletic program s. M oreover, athletic adm inistrators in intercollegiate sports m ust d ea l w ith p e riods of decline, g o v ern m en t m an d ates an d guidelines, a n d various financial difficulties. U nlike Division I schools, athletic d ep a rtm e n ts a t Division II schools g e n era te relatively sm all am ounts of rev e n u e from financial sources including m edia rights fees, luxury seating, sponsorship, a n d advertising (Jam es & Ross, 2004). M any athletic program s at Division II institutions h av e lim ited public attention, only m inor m ark etin g efforts, a n d en co u n ter difficulty o b taining sponsors (H ow ard & C rom pton, 2005). Robison e t al. (2005) rep o rt ed th a t th e av erag e b u d g e t for a n entire Division II athletic d ep a rtm e n t is $1,900,000, an d nine p e rc e n t of entire rev e n u es are g e n e ra te d by ticket sales at hom e gam es. O ne of th e m ost pervasive ch allenges facing th e se athletic d ep a rtm e n ts is sustaining a tten d a n ce at intercollegiate sporting ev en ts and m inim izing th e d ec rea se an d fluctuation of atten d an ce. A n athletic d e p a rt m ent's an n u a l b u d g e t g enerally consists of central university appropriation, rev e n u e from advertising, an d ticket sales for sport ev en ts (Jam es & Ross, 2004). B ecause athletic d ep a rtm e n ts heavily rely on institutional su pport and stu d e n t fees as funding sources, th ere is n e e d for athletic adm inistrators in Division II to m axim ize rev e n u e from ticket sales. S pectators are th e key constituent of a sport organization's success. Thus, u n d e rsta n d in g spectators an d their behaviors is crucial for sport o rg an iz a tions to effectively m a n ag e a rapidly ch a n g in g m arketplace. S pectators of collegiate sports are a u n iq u e group of individuals w hose consum er b e h a v iors are co nsidered to b e different from those of typical consum ers (Ferrerira & A rm strong, 2004). T h ese groups of fans an d spectators look for u niq ue consum ption value w hich they can ex p erien ce only at collegiate sport events. In o rder to h av e a b ette r u n d ersta n d in g of th e sport spectator b e h a v ior, it is essential to identify th e m otivational factors influencing a tten d a n ce an d overall satisfaction (Mullin, Hardy, & Sutton, 2007). A rm strong (1999) Sport Spectator Involvement 267 also em p h asize d th e im portance of studying m otives of spectators at various sporting events. A ccording to him, exam ining th e reasons of atten d in g col lege sporting ev ents is critical for college athletic d ep a rtm e n ts to b e su ccess ful in a highly com petitive m arketplace. As M ilne an d M cD onald (1999> stated, kn ow ing an d u n d ersta n d in g sport sp ectato r involvem ent also helps college athletic d ep a rtm e n ts ac cu rately se g m en t th e ir ta rg e t m a rk e t an d effectively ev alu ate th e ir m ark etin g efforts, b e c a u se sport spectator involvem ent has a pow erful influence on the level of atten d a n ce . In addition, they describ ed sport spectator involvem ent as consisting of tw o aspects of consum er behavior: affective involvem ent an d b ehav ioral consum ption. To see an increase in atte n d a n c e at a sporting event, sport spectator involvem ent should be se e n as a first step to b ecom ing a loyal sport fan w ho is com m itted, loyal, an d identifies strongly w ith a specific te am or player (Capella, 2002). Thus, dev elop ing a profile of sport spectator involvem ent provides an opportunity for a sport organization to identify spectators' interest an d com m itm ent. W ell-designed a n d cond u cted m ark et rese arch in sp ectato r behavior provides accurate co nsum er inform ation related to sp ectato r behaviors, p ref erences, trends, characteristics, an d reaction p atte rn s (M ullin e t al, 2007). Such inform ation should prove useful to sport m a rk e te rs an d adm inistrators in college sports to d eterm in e their ta rg e t segm ents, to satisfy consum ers' dem an d , an d to m e et th eir n e e d s effectively a n d efficiently. A lthough m any Division II athletic adm inistrators are aw are of th e significant role of ticket sales in increasing revenu es, th e y h av e little inform ation about th e d eterm i nan ts of spectator a tten d a n ce at th eir sporting events. M oreover, althoug h num ero us studies h av e b e e n conducted to investigate spectators' m otiva tional factors, th e y are lim ited a t professional an d m ajor collegiate sporting events. As stated previously, studying spectators' m otivational factors influ encing their decision m ak ing process reg a rd in g atten d in g collegiate sport ing events m ight b e essential to u n d ersta n d sport spectator behavior. By doing so, it is possible to identify an d im prove th e are as of th e sport m a rk e t ing in th e p u rsu it of m ore spectators at collegiate sporting events. Purpose of the Study Therefore, th e prim ary purpo se of th e current study w as to investigate m o tivational factors (e.g., p erceiv ed value, involvem ent opportunity, fan id e n tification, reference group) affecting th e level of sport spectator involve m en t w ith tw o aspects of sport spectator b ehavior (socio-psychological an d behavioral involvem ents). Specifically, this p re se n t study w as d esig n ed to identify th e factors w hich have th e g rea test influence on th e spectator d ec i sion m aking processes reg a rd in g atten d in g Division II collegiate b ask etb a ll 268 YunSeokChoietal. gam es. An additional purpose of the presen t study w as to provide valuable inform ation to athletic directors, sport m arketers, and adm inistrators in col lege sports to m ore effectively segm en t an d predict spectators' behavior. A third purpose w as to determ ine if th ere w ere age, stu d en t status, and gen d er differences (e.g., spectator and athlete gender) am ong individuals w ho a t te n d e d gam es. T he following section provides a theoretical overview of sport spectator behavior, and discusses its application in literature. L ite r a tu r e R e v ie w Sport Spectator Involvement D uring th e p ast decade, th e im portance of sport spectator involvem ent has g ained a lot of attention in literature (Capella, 2002; Funk, Ridinger, & M oor man, 2004; Lough & Kim, 2004). Rothschild (1984) defined sport spectator involvem ent as an unobservable state of motivation, arousal, or interest to w ard a sporting event or associated product th a t is evoked by particular m o tives. In addition, Laverie and A rnett (2000) utilized th e construct of sport spectator involvem ent, defined as the active interest in, en g a g em en t with, an d com m itm ent to a sport event exhibited by th e sport spectator. In previous sport spectator and fan behavior literature, sport spectator in volvem ent has b e e n tre a te d as a m ultidim ensional construct. Theoretically, tw o im portant aspects of sport involvem ent hav e b e e n proposed in study ing sport spectator involvem ent: psychological and behavioral involvem ent. Funk et al. (2004) su g g ested that this m ultidim ensional perspective of sport spectator involvem ent provides useful insights to und erstan d in g th e differ ent patterns of sport spectator behavior useful in segm entin g fan or sp e cta tor base. In their study, th e Team Sport Involvem ent (TSI) w as designed to assess relationships am ong th e 18 antecedents w hich fell into tw o categories (individual characteristics and social situation) and th ree facets (attraction self-expression, centrality to lifestyle, an d risk) of psychological fan involve m ent w ith a professional sport team . A ccording to their findings, th e utility of psychological spectator involvem ent allows sport m arketers to b etter u n d er stand spectator behaviors in an increasingly diverse sport industry. C apella (2002) also d eveloped th e F an Behavior Q uestionnaire (FBQ) to exam ine the em otional and behavioral involvem ents of fans. T he results indicated that sport fans w ho are em otionally or psychologically attached to their team will likely m ak e m any purch ases of team apparel. T hese tw o studies suggested th at psychological spectator involvem ent is a m eaningful area of research. Funk, Mahony, N akazaw a, an d H irakaw a (2001) have also asserted th at spectators' psychological attachm ent to sporting events is a n essential predictor of sport spectator behavior b ecause it allows sport m arketers to Sport Spectator Involvement 269 identify th e p attern of sport consum er behavior associated w ith the differ en t levels of motivation. However, M ilne an d M cD onald (1999) hav e stated th at the behavioral aspect of spectators also plays a significant role in sport spectator involvem ent b ecause a person m ust p articipate in sport events in a direct or indirect w ay to becom e a sport ev en t consum er. Furtherm ore, they suggested th at psychological involvem ent rep resen ts em otional responses th at spectators experience during the sporting events or are associated w ith their team in g en e ral w hile behavioral involvem ent is considered displays of positive support for the team . Therefore, behavioral aspects of spectators in term s of purchasing ticket, searching for inform ation about th e team or player, an d cheering actions should b e included an d m easu red to predict sport spectator behavior as a result of psychological involvem ent. Motivational Factors Influencing Sport Spectator Involvement D ue to the im portance of sport spectator behavior, scholars in th e field of sport m arketing have paid considerable attention to m otivations of sport spectators. As a result, a w ide array of interpersonal motives of sport con sum ers have b e e n proposed to explain sport spectator an d fan behavior. To b etter u n d erstan d such m otivation, m any researchers (e.g., Fink, Trail, & A nderson, 2002; Jam es & Ridinger 2002; Ja m es & Ross, 2004; Lough & Kim, 2004) h av e proposed scales to m easure sport spectator motives. W ann (1995) developed the Sport Fan M otivation Scale (SFMS) to assess sport spectator motives. T he SFMS included eigh t m otivational constructs: eustress, self-es teem benefits, escape, entertainm ent, econom ic factors, aesthetic qualities, group affiliation, and family needs. M ilne an d M cD onald (1999) developed th e M otivations of th e Sport C onsum er (MSC) scale, b ased on M aslow's H i erarchy of N eed s (1943) w hich contained 12 m otivation factors: risk-taking, stress reduction, aggression, affiliation, social facilitation, self-esteem , com petition, achievem ent, skill mastery, aesthetics, value developm ent, and self-actualization. Trail and Ja m es (2001) developed th e M otivation Scale for Sport C on sum ption (MSSC) w hich possesses satisfactory psychom etric properties. The M SSC included nine m otivational constructs: achievem ent, acquisition of know ledge, aesthetics, dram a, escape, family, physical attractiveness of par ticipants, th e quality of th e physical skill of th e participants, an d social inter action. H owever, F unk et al. (2004) indicated th a t the studies on m otivation in sport spectator or fan behavior hav e several challenges; 1) u n derstanding the interrelationships b etw e en m otives and specific behavior, and 2) d ev el oping a list of m otivational factors com prehensive en o u g h to m easure the w ide variety of m otivating forces w hich influence spectator behavior. T h ere fore, m otives of sport spectator behavior are a difficult concept to m easure an d num erous arg um ents have b e e n p rese n ted in literature concerning re searchers' ability to m easure an d anticipate it (Fink e t al, 2002). 270 Yun Seok Choi et al. T here h as not b e e n m uch consensus in th e literature as to w hich fac tors best explain an d p red ict th e m otives an d b ehavior for sport spectators. A lthough the n u m b er of m otivational factors influencing sport spectator in volvem ent h ave b e e n v arie d am ong scholars, th e theories th a t h av e received significant attention in literature can be classified into four g en e ral c a te g o ries: (a) involvem ent opportunity as a significant elem en t of stim ulation, (b) p erceived v alues from v arious product benefits, (c) em otional affiliation w ith fan identification, an d (d) social interaction w ith significant others including reference groups (Iw asaki & Havitz, 1998). See F igure 1. Involvement Opportunity Ja m e s an d Ridinger (2002) identified th e m otives of spectators atten d in g m en's an d w om en's college bask etb all gam es. T heir findings revealed th a t individuals atten d in g th e g am es w ere significantly influenced by e n terta in m e n t values an d the involvem ent opportunities. In volvem ent opportunity refers to a variety of fan services provided by the sport organization to en h a n c e spectator involvem ent, including stadium a c cessibility, facility aesthetics, inform ation availability on g am e schedu le an d ticket price, an d direct interaction w ith fans th ro u g h th e team w ebsite (Mahony, N akazaw a, Funk, Jam es, & G ladden, 2002; M ilne & M cDonald, 1999). O ther research ers h av e found th a t involvem ent opportunities can have considerable im pact on spectator behavior (G reenw ell, Fink, a n d Pastore, 2002; Ja m es & Ridinger, 2002; W akefield & Blodgett, 1994). For exam ple, the ICR Survey R esearch G roup, w hich conducted a nationw ide survey of 1,000 sport fans (1994), found th a t th e m ost im portant factor fans v alu ed w h en atten d in g professional sport events, w as a d e q u a te p ark in g or good public transportation. Furtherm ore, S hank (2002) no ted th a t th e physical su rro u n d ings of the stadium can affect spectators' desire to stay at th e stadium and retu rn to th e stadium . Perceived Value P erceived value can be defined as th e p erceiv ed difference b e tw e e n all th e benefits a n d all th e costs of consum ption (Kotler & A rm strong, 2008). C onsum ers have dynam ic p erceptions of consum ption value w ith th e sam e product or service. A lthough a certain type of value in term s of quality of product a n d service m ight b e universal, perceiv ed valu es of individuals vary b a se d on the dynam ics of individual value system (Kim, 2003). For exam ple, one consum er could value a certain pro d u ct d u e to a low price, w hile oth er consum ers value th e sam e pro d u ct b ec au se of its v ari ous benefits w ith relatively low price. Thus, it m ak es sen se th a t p erceived values of various pro duct benefits, g re a te r th a n consum ers' expectations in th eir consum ption ev aluatio n process, plays a significant role in th eir fu ture decision m aking process. M cDonald, M ilne, a n d H ong (2002) ind icated th at p erceived value is a n essential predictor to identify sport spectators' motives. Funk, Mahony, a n d Ridinger (2002) also su g g e sted th a t p erceived 271 Sport Spectator Involvement Figure 1. Relationship between spectator motivational factors and overall spsort spectator involvement. Fan Identification Overall Sport Spectator Involvement values from various service areas including facility attractiveness, accessi bility, cleanliness, parking, an d en terta in m e n t valu e should b e included in th e psychological scale to m easu re sport spectator m otivation. A ccording to F unk et al. (2004), p erceived value is a pow erful predictor of sport spectator involvem ent influenced by individual an d environm ental factors. Fan Identification A nother im portant m otive for spectator a tten d a n ce is fan identification. Trail, Robinson, Dick, an d G illentine (2003) rep o rted th a t in tercollegiate athletics sport fans an d spectators w ere m ore likely to b e m o tivated by fan identification an d loyalty rath e r th a n en terta in m e n t values. Team or fan identification is defined as a spectator's perso nal com m itm ent an d em otional involvem ent w ith h is/h er sport te am (Sutton, M cDondald, M ilne, & C im perm an, 1997). G reenw ell, Fink, an d P astore (2002) noted, "A m ong psychological variables, team identification m ay be th e m ost im p o rtan t v ariable in influencing perceptions of th e service ex perience" (p. 234). Spectators w ith h ig h levels of identification te n d to display different behaviors th a n those w ith low levels of identification (W ann & Branscom be, 1990; W ann, Dolan, M cG eorge, & Allison, 1994). Reference Groups R eference groups c an also h ave a significant influence on an individual's decision-m aking processes (Blackwell, M iniard, & Engel, 2001; Shank, 2002). "R eference groups" are defined as individuals w ho influence th e inform ation, attitudes, an d behaviors of oth er g roup m em bers (Shank, 2002, p. 169). M any research ers (i.e., F un k et al., 2002; F unk et al., 2004; Trail & Jam es, 2001) proposed th a t reference group s directly an d indirectly influence sport spectator behaviors in m any w ays; (a) sharing experiences, (b) social interactions, an d (c) en h a n cin g th e im ag e of sport products. T he em otional ex perience of reference groups on sport spectator b e h a v ior g e n e rate s social bonds an d interactions w ith friends an d family m em bers. From this perspective, reference groups can b e se e n as pow erful p red ic tors of sport spectator involvem ent. T he level of sport spectator involvem ent 272 YunSeok Choi etal. fluctuates due to various factors such as values, needs, the initial behavioral experience, social support from others, and personal satisfaction (Funk et al., 2004). However, few researchers have attem pted to assess sport consum er behavior and preferences regarding factors th at jointly affect sport spectator involvem ent in collegiate sports, especially at th e Division II level (Chelladurai & Chang, 2000). See Figure 2. M e t h o d o lo g y Participants A sam ple of sport spectators (N = 304) w as random ly selected from ten NCA A Division II m en's and w om en's basketball gam es (NCAA Division II) at a large M idw estern university. Six different seat sections to b e surveyed w ere random ly selected for each gam e (five m en's gam es and five w om en's gam es) and five trained surveyors, including the researcher, distributed the self-adm inistrated questionnaires to those w ho w ere in th e selected sections d uring half-time, as w ell as before an d after th e gam es. T he final sam ple w as com prised of m ore m ale (69.7%) th a n fem ale (30.3%) spectators an d the participants' ages ran g e d from 18 to 80 years w hile th e majority (70.0%) fell b e tw e e n 23-46 years of age. T he largest sub-groups of th e participants w ere w hite (64.8%) and African A m erican (30.9%). Instruments SportSpectator Involvement A modified Sport S pectator Involvem ent Scale (SSIS) developed by Kim (2003) w as used in th e p resen t study. The questionnaire consists of two parts (behavioral & socio-psychological involvem ent) w ith a com bined total of 14 items. A six-point Likert-scale ran ging from 1 ("strong ly disagree") to 6 ("strongly agree") w as used to m easure sport spectator involvem ent. Kim (2003) reported ad e q u ate reliability alpha coefficients for behavioral (.91) and socio-psychological involvem ent (.94). Spectator Motivational Factor T he 12 item s of th e Spectator M otivation Scale (SMS) developed by P ease and Z hang (2001) w ere used to assess m otiva tion. Each item w as w ritten to m easure spectator m otivational factors such as perceived value, involvem ent opportunity, fan identification, and reference groups. Pease and Z hang found th e reliability coefficient for th ese four m o tives ran g ed from .69 to .92. A six-point Likert-scale rangin g from 1 ("strong ly disagree") to 6 ("strongly agree") w as also used to m easure spectator m o tivational factors. E ach factor w as assessed w ith three items. Demographic Scale S even questions assessed socio-dem ographic information, such as age, gender, occupation, income, hig hest level of education, etc. 273 Sport Spectator Involvement Figure 1. Relationship between spectator Sociopsychological Involvement motivational factors and the two aspects of sport spectator involvement Behavioral Inv olvement Data Analysis T he d ata w as analyzed using th e Statistical P ackage for Social Science (SPSS, version 16.0). First, w e exam ined th e reliability and validity of the instrum ents. Second, descriptive statistics for th e tw o aspects of sport sp ec tator involvem ent as well as th e four spectator m otivational factors w ere com puted. A series of t-tests w ere also conducted to exam ine differences in the involvem ent level w ith respect to the socio-dem ographics of the sport spectators (e.g., age, gender, and team difference). Third, a series of multiple-regression analyses w ere conducted to pred ict overall sport spectator involvem ent and ea ch aspect of sport spectator involvem ent w ith th e four in d e p en d e n t spectator m otivational variables; perceived value, involvem ent opportunity, fan identification, and significant others as predictors. Results First, C ronbach's alpha w as em ployed to analyze reliability and can be found in Table 2 and 3. C orrelations w ere com puted an d reported in Table 4. Second, b ecause all alphas ex ceeded .70, reliability w as considered a d eq u ate (Crobach, 1951). D escriptive statistics can also found in Tables 1, 2, an d 3. M oderate correlations w ere found am ong th e variables. In p articu lar, the relationship b etw een behavioral involvem ent an d psychological in volvem ent suggests th a t a high d eg re e of sim ilarity exists b etw e en th ese two aspects (r = .76) of sport spectator involvem ent. H owever, this relationship is understan d ab le b ec au ese both dim ensions m easu re difference concepts of the sam e construct: Sport spectator m otivation. Socio-psychological involve m ent (M = 4.67, SD = 1.02) w as higher th a n behavioral involvem ent (M = 4.07, SD - 1.16). Spectators (n = 161) w ho atte n d e d m en's basketball gam es show ed statistically significant higher behavioral involvem ent th a n those (n = 143) at w om en's basketball gam es (t = -2.00*), b u t there w ere no 274 Table 1. Games Yun Seok Choi et al. Descriptive Statistics of Sport Spectator Involvement at NCAA Division II Basketball Variable-Mean (SD) N Psychological Involvement Behavioral Involvement Overall Sport Spectator Involvement Female 92 4.06(1.05) 3.60(1.19) 4.52(1.07) Male 212 4.50 (0.99) 4.28(1.10) 4.73(1.00) 22 > 91 4.39(1.14) 3.86(1.34) 4.13(1.19) 2 3 -4 5 108 4.78(0.91) 4.25(1.02) 4.52 (0.88) 46 < 105 4.80 (0.98) 4.07(1.13) 4.44 (0.99) Gender Age Ethnicity White 197 4.67(1.00) 3.93(1.18) 4.30(1.01) African 92 4.72(1.08) 4.42(1.00) 4.57(1.00) American Asian 3 4.33 (0.86) 3.48 (0.93) 3.90 (0.89) Hispanic 7 4.35 (0.92) 3.92(1.44) 4.13(1.16) Native American 1 3.14 (N/A) 1.57 (N/A) 2.36 (N/A) Others 4 4.75(1.02) 4.21 (1.66) 4.48(1.46) 143 4.60(1.08) 3.93(1.21) 4.27(1.08) 161 4.72 (0.97) 4.20(1.12) 4.46 (0.98) Non-Students 219 4.75 (1.00) 4.10(1.14) 4.42(1.00) Students 4.45(1.06) 4.00(1.23) 4.23(1.10) Game Women's Game Men's Game Student Status 85 Table 2. Sport Spectator Involvement Construct means, Standard Deviations and Cronbach Alphas (N = 304) Construct M SD Behavioral involvement 4.07 1.17 .88 Psychological involvement 4.67 1.02 .90 Overall Sport spectator involvement 4.37 1.03 .89 Note. The range of mean scale = 1 to 6, average means are reported. a Sport Spectator Involvement 275 Table 3. Socio-Motivational Factor Construct means, Standard Deviations and Cronbach Alphas (N = 304) Construct SD M a Perceived value 4.29 , 1.08 .75 Involvement 4.23 1.05 .78 Fan identification 4.90 1.01 .74 Reference groups 4.06 1.06 .74 opportunity Note. The range of mean scale = 1 to 6, average means are reported. Table 4. Correlation Matrix of Sport Spectator Involvement from phi matrix (N = 304) 10 1 FI SO Bl PI .70“ 1 FI .48” .50" 1 SO .55" .62" .44" 1 Bl .31" .43" .29" .41" 1 PI .39" .46" .46" .76" I IO 00 PV PV 1 PV = Perceived Value, 10 = Involvement Opportunity, FI = Fan Identification, SO = Significant others, Bl = Behavioral Involvement, PI = Psychological Involvement. Note. ** p < .01 differences in socio-psychological involvem ent. T here w as a significant dif ference in behavioral involvem ent by g e n d e r (f = -4.78* *). M ale spectators show ed h ig h er behavior involvem ent th a n fem ales. N on -studen ts show ed statistically significant higher socio-psychological involvem ent th a n students (f = 2.27*). R egarding age, older p articipants exhibited h ig h er socio-psychological involvem ent com pared to y o ung er p articipants (F = 5.02* *). M ultiple regression analyses w ere em ployed to predict sport spectator involvem ent w ith th e four m otivational factors. S tandard regression coef ficients an d associated significant tests w ere used to assess th e relative d e gree of im pact on overall sport spectator involvem ent. Figure 3 presents results predictin g overall sport spectator involvem ent. T he R2 w as used to assess m odels' overall predictive fit. T he result of th e first regression e q u a tion found th a t involvem ent opportunity (p = .25, t = 3.32, p < .01) h ad a strong positive im pact on overall sport spectator involvem ent, followed by the reference groups (P = .24, t = 3.81, p < .01) an d th e fan identification (P = .17, f = 2.97, p < .01). H owever, p erceived value (P = -.02, f = —.28, p < .77) h ad no significant influence on th e overall sport spectator involvem ent. T hese m otivational factors explained 29% of total v ariance in the sport spectator involvem ent (R2 = .29, F = 30.96, p < 0.01). 276 YunSeokChoi etal. Figure 3. Results of multiple regression analyses using the Perceived V alue four motivation factors to predict each factor of sport ■ Fan Identification 02 spectator involvement. Note: *p<. 05, **p<. 01. . 1725 * . 24 ' R eference Oroups N ext a series of tw o m ultiple regression analyses w ere co n d u c te d u s ing th e four m otivational factors to p red ict th e sport sp ectato r involvem ent subscales; socio-psychological involvem ent an d b ehavioral involvem ent (see F igure 4). T he th re e m otivational factors, F an identification (P = .29, t = 5.05, p < .01), referen c e grou ps (P = .23, t = 3.62, p < .01), a n d involve m en t opportunity (P = .17, t = 2.29, p < .05) h a d a significant influence on socio-psychological involvem ent. A bout 33 p e rc e n t of th e total v aria n ce in psychological involvem ent w as acco u n ted for (R2 - .33, F - 35.82, p < .01) by four m otivational factors. Second, tw o m otivational factors, involvem ent opportunity (p = .29, t = 3.63, p < .01) a n d referen ce groups (p = .23, t = 3.452, p < .01), h a d a significant im pact on th e beh av io ral involvem ent. T w enty tw o p erc e n t of th e v arian ce in b ehavioral involvem ent w as ex p lain e d {R2 = .22, F = 21.1, p < .01). T h e im pact of p erc eiv e d valu e o n b o th aspects of sport sp ectato r involvem ent w as not statistically significant. Discussion M any collegiate athletic d e p a rtm e n ts are facing various financial ch allen g es from losing sponsors, rising p ro g ram costs, a n d d ec rea sin g a tten d a n ce . Be cause one of th e b ig g e st rev e n u e sources for m ost college athletic d e p a rt m en ts is g ate receipts, m a n y athletic d e p a rtm e n ts try h a rd to in c re ase the level of sport sp ectato r involvem ent th ro u g h p ru d e n t m a rk e tin g activities. In this study, w e identified th e m otivational factors affecting sport sp ectato r involvem ent at N C A A D ivision II m en's a n d w om en's b ask etb a ll gam es. T he predictive ability of e a c h m otivational factor w as d e m o n strate d th ro u g h a series of regressio n analyses. O verall, 29% of th e v arian ce in overall sport sp ectato r involvem ent w as p red ic te d by th e four m otivational factors (32% of varian ce in psychological involvem ent, a n d 21% of v arian ce in beh av io ral involvem ent). 277 Sport Spectator Involvement Figure 4. Results of mul tiple regression analyses using the four motivation .02 Sociopsydioiogical involvement factor of sport spectator involvement. Note:*p<.0S, Fan Identification Involvement Opportunity al factors to predict each **p<. 01. Behavioral Involvement (if2 = 22) Level of Sport Spectator Involvement T he spectators in this stu d y h a d a h ig h e r level of socio-psychological involvem ent to a tte n d collegiate b ask etb a ll g am es th a n b eh av io ral in volvem en t w h e n th e y a tte n d college b a sk etb a ll g am es. T his finding m eans th a t th e spectators view ed collegiate b ask etb a ll g am es as a v a lu ab le e x p e rience, a n d w ere psychologically com m itted to su p p o rt a specific te a m or sporting ev e n t m ore th a n atten d in g a gam e, for exam ple. From sport s p e c ta to rs’ psychological p erspectives, w a tc h in g a n d ex p e rien c in g collegiate b a s k etb all g am es is a v alu ab le leisure activity in w hich th e y are w illing to be psychologically affiliated w ith a specific te am or sporting event. This finding is also consistent w ith previous stu d ies (Funk e t al, 2004; L ough & Kim, 2004; M ahon y e t al., 2002). F unk e t al, (2004) found th a t m an y sport spectators or fans are psychologically involved w ith sporting ev e n ts to m axim ize th e ir p erso n a l ac h ie v em e n t an d em otional attac h m e n t w ith a certain te a m rath e r th a n b ein g active to b e a long-term sp ectato r in term s of p u rch a sin g season tickets or enthusiastically c h e erin g a specific te a m or player. Demographic Differences in Sport Spectator Involvement O ur results also rev e ale d th a t m ale sp ectators ex h ib ited h ig h e r beh av io r involvem ent th a n fem ales. T his is consistent w ith th e literatu re on g e n d e r differences in sport fan b eh av io r (Dietz-Uhler, H arrick, End, & Jacq u em o tte, 2000; G antz & W enner, 1991), w h ich sh o w ed m ales e n g a g e d in m ore sport fan b eh av io r th a n fem ales. D ietz-U hler e t al. (2000) in d icated th a t b ec au se sports h av e traditionally b e e n v iew ed as a m ale dom ain, m ale spectators sho w ed h ig h e r b ehavio r involvem ent. Furtherm ore, G antz an d W enner (1991) su g g e ste d th a t m ales w ere m ore likely to enjoy social g ath e rin g s th a n fem ales w h e n a tten d in g sporting events. W ith resp e c t to age, older spectators w ere found to possess h ig h e r so cio-psychological involvem ent th a n y o u n g er ones. G iven th e fact th a t fan identification an d involvem ent opp ortunity h a d a significant influence on 278 YunSeokChoietal. th e socio-psychological involvem ent, older participants, rath er th a n y ou nger ones, m ay have stro n g er em otional attach m en ts w ith th e team du e to their g re a te r tim e associated w ith th e team . In addition, G reenw ell et al. (2002) show ed th a t older spectato rs w ere m ore satisfied w ith th e fan services (e.g., facility an d staff m em bers) th a n y o u n g er fans. Thus, su g g estin g older fans te n d to exhibit h ig h e r levels of involvem ent opportunities. Impact of Socio-Motivational Factors on Overall Sport Spectator Involvement O ur m ajor purpo se w as to identify th e relationship b e tw e e n th e four m otiva tional factors a n d overall sport spectator involvem ent. T he results indicated th a t th ree socio-m otivational factors (e.g., fan identification, involvem ent o p portunity, reference group) h a d a significant im pact on overall sport sp e cta tor involvem ent. T he results also su g g est th a t am ong those factors, involve m e n t opportunity h a d th e m ost significant influence, follow ed by reference groups. T he involvem ent o pportunity factor u se d in th e study in clu ded item s indicating accessibility to stadium s an d inform ation availability reg ard in g g am e schedule, price a n d direction. S everal other authors rea ch e d sim ilar conclusions. M ilne an d M cD onald (1999) stressed th a t sport m ark eters n e e d to provide a place for potential fans to b e affiliated w ith a te am or sporting ev e n t b ecau se it is a crucial w ay to attract fans to sporting events. T he findings of this study su g g ested th a t providing co nv enient access to inform ation, close proxim ity of venues, co nvenient transportation to v en u e s an d conv enient g am e tim es m ight be a n effective w ay to e x ten d involvem ent op portunities for th e fans. C reating or providing various involvem ent opportunities m ight help collegiate a th letic d ep a rtm e n ts facilitate a strong affiliation w ith th e ir spectators, fans, and supporters. M ahony e t al. (2002) su g g e sted th a t sport m ark eters a t any level of sport n e e d to foster positive associations th ro u g h involvem ent op p o rtu n i ties. For instance, providing various types of inform ation th ro u g h te am w eb sites is one w ay to in crease spectator affiliation w ith th e sporting ev e n t or team , particularly w ith y oung spectators or fans w ho m ay be fu ture season ticketholders. E stablishing fan clubs, creating new sletters, an d develo ping com m unity relationships are also m ethod s of opportunity involvem ent to prom ote affili ation an d participation. E stablishing a m a rk e t env iro n m en t w h ere potential spectators are intentionally given an involvem ent opportunity m ight be a first step to increasing spectato r a tten d a n ce at collegiate sporting events, especially at th e Division II level. H owever, according to Lough an d Kim (2004), sport spectators at professional w om en's b ask etb a ll g am es prim ar ily ex p e cted g rea t en terta in m e n t values. This difference b e tw e e n th e find ings of th e cu rren t stu d y an d Lough an d Kim's in vestigation (2004) m ight be du e to differences in culture, region, or social norm . M oreover, spectators at professional sport ev en ts pay significant am ounts of m oney for tickets. As a Sport Spectator Involvement 279 result, professional sport spectators m ay h ave different expectations of q u a l ity of service an d perceiv ed or e n terta in m e n t value from w h at college sport fans exp ect at collegiate sporting events. Impact of Socio-Motivational Factors on Two Aspects of Sport Spectator Involvement We also investig ated how socio-m otivational factors w ere rela te d to sociopsychological an d behavioral involvem ents. A ccording to m ultiple re g re s sion analysis, th e four m otivational factors p red icted m ore v ariance in p sy chological involvem ent (R2 - .33) th a n behavioral involvem ent (i?2 = .22). For socio-psychological involvem ent, fan identification, referen ce group, an d in volvem ent opportunity w ere identified as significant influences. F an id en ti fication h ad th e m ost significant im pact on socio-psychological involvem ent, follow ed by reference group an d involvem ent opportunity. M ilne an d M c D onalds (1999) defined fan identification as th e p erso n al com m itm ent an d psychological affiliation fans h av e w ith a sporting event. T he fan identifica tion factor u se d in th e cu rrent study consisted of a set of item s indicating the level of psychological attach m en t to team , organization, an d sporting event. It a p p e ars th a t our p articip ants a tte n d e d collegiate b ask etb a ll g am es to be loyal fans th a t consistently su ppo rt their favorite team s or players ra th e r th a n to sim ply ex p erien ce a sporting event. This is consistent w ith p revious stu d ies th a t h ave found th a t te am identification an d p erso n al ach iev em en t w ere significantly an d positively rela te d to te am success (M ahony et al., 2002). A ccording to M ilne an d M cD onalds (1999), fan identification plays a sig nificant role in m inim izing th e effects of te am perform ance since th e sport m ark eters an d m ark etin g activities cannot directly control te am success. This finding is significant for collegiate athletic directors an d practitioners to strategically d esig n an d develop th e ir future m a rk e tin g plan. Spectators reporting being involved in collegiate b ask etb a ll g am es w ith positive p sy chological com m itm ent are also behaviorally involved in term s of a tte n d ing a gam e, rea d in g college-sport-related m agazines, an d talking ab o u t th e team or ev e n t w ith significant others. T he findings of th e cu rren t study also in dicated th a t p articipan ts' reference groups of cow orkers, friends, an d fam ily m em bers positively influenced th ese spectato rs to a tte n d th e gam es. A c cording to Kim (2003), sport consum ers rely on perso n al recom m endations, visible inform ation, an d self-im age from referen ce groups to inform their decisions to a tte n d gam es. T hrough th e application of m ultiple regression analysis, involvem ent o p portunity w as th e m ost significant influence on behavioral involvem ent such as p u rchasing season tickets, atten d in g gam es, a n d cheering, follow ed by reference groups. Sport spectators are often influenced by a d eep -ro o ted sense of fan identification w ith sport team s an d th e team s becom e an e x tension of their self-concepts (Robinson et al., 2005). O ur findings indicate th a t affective an d cognitive affiliation w ith a te am m ight b e a first step for 280 YunSeokChoietal. spectators to becom e a loyal fan of collegiate basketball gam es. Being a loyal fan m eans spectators express their interest and involvem ent by purchasing a ticket and attending a gam e. However, there m ight be m inim um visible contributions of these spectators to the team or sporting event if there are low levels of spectators' psychological com m itm ent. The ideal sport fans are those w ho have both h igh psychological and behavioral involvement. Conclusion In conclusion, the findings of th e current study suggest that to im prove the level of sport spectator involvem ent for fans w ho have intense socio-psy chological involvem ent rather th a n behavioral involvement, collegiate ath letic departm ents n ee d to provide convenient an d extensive involvem ent opportunities for their consum ers. T he sport m arketers at collegiate athletic departm ents should develop a profile of their spectators' behaviors to effec tively com m unicate w ith their targ et m arket. C reating an im age and devis ing them es that provide their fans an d spectators a m ean s of being affiliated and identifying w ith th e team a n d sporting event experience are strongly suggested. Also, p ru d en t m arketing activities thro ugh print, electronic, or grassroots m edia outlets should offer spectators opportunities to becom e loy al fans by having positive experiences. Furtherm ore, rew arding consum ers w ith team m em entos at different gam es will enable them to have a tangible, lasting memory of their experience, and m ay prom pt them to return more frequently. Limitations and Future Directions. The results revealed th a t the th ree m otivational factors accounted for 29% of the total variance in th e sport spectator involvem ent. Even though th ese three factors w ere significant predictors for variance in spectator involvement, it w ould be w orthw hile to find other factors that m ay have an influence on th e sport involvem ent. T he literature on spectator satisfaction has suggested th a t th e core product of sport, such as w in/loss record, star players, an d q u al ity of the visiting team , can have significant effect on spectator's level of sat isfaction (Greenw ell et al., 2002; Leeuw en, Quick, & Daniel, 2002). M adrigal (1995) indicated that fans w ith h igh levels of team identification w ere likely to experience em otional enjoym ent w hen th eir team s w on the gam e. H ence, the w in/loss phenom enon an d th e content of th e gam e m ay also serve as a d ditional anteced ents influencing the spectator involvement. Sport Spectator Involvement 281 References Arm strong, K. L. (1999). A quest for a m arket: A profile of the consum ers of a professional w om en's basketball team and the m arketing implications. W om en in Sport & Physical A ctivity Journal, 8(2), 103-120. Blackwell, R. D., M iniard, P. W., & Engel, J. F. (2001). C onsum er behavior (9th ed.). Orlando, FL: H arcourt College Publishers. Capella, M. (2002). M easuring sport fans' involvement: The fan behavior questionnaire. Southern Business Review, Spring, 30-36. Chelladurai, P., & Chang, K. (2000). Targets and standards of quality in sport services. Sport M anag em ent Review, 3(1), 1-22. Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests. Psychometrika, 16, 296-334. DeSchriver, T. D., & Jensen, P. E. (2002). D eterm inants of spectator atten dance at NCAA Division II football contests. Journal oi Sport M ana ge m ent, 16, 311-330. Dietz-Uhler, B. D., Harrick, E. A., End, C. M., & Jacquem otte, L. (2000). Sex differences in sport fan behavior. Journal of Sport Behavior, 23, 219231. Ferreira, M., & Arm strong, K. L. (2004). An exploratory exam ination of a t tributes influencing students' decisions to atten d college sport events. Sport M arketing Quarterly, 13, 194-208. Fink, J. S., Trail, G. T., & A nderson, D. F. (2002). An exam ination of team identification: W hich motives are m ost salient to its existence. Interna tional Sports Journal, 6, 195-207. Fink, J. S., Trail, G. T., & Anderson, D. F. (2002). E nvironm ental factors asso ciated w ith spectator atten dance an d sport consum ption behavior: G en der and team differences. Sport M arketing Quarterly, 11(1), 8-19. Fulks, D. L. (2000). R evenues and expenses of division I and II intercolle giate athletic programs: Financial trends and relationships - 1999. O ver land Park, KS: N ational Collegiate Athletic Association. Funk, D. C., Mahony, D. F., N akazaw a, M., & H irakaw a, S. (2001). D evel oping of the sport interest inventory (SII): Implications for m easuring unique consum er motives at team sporting events. International Journal of Sports M arketing & Sponsorship, 3, 291-316. Funk, D. C., Mahony, D. F., & Ridinger, L. L. (2002). C haracterizing con sum er m otivation as individual difference factors: A ugm enting the Sport Interest Inventory (SII) to explain level. Sport M arketing Quarterly, 11, 33-43 Funk, D. C., Ridinger, L. L., & M oorman, A. M. (2004). Exploring origins of involvement: U nderstanding the relationship betw een consum er m o tives an d involvem ent w ith professional sport team s. Leisure Science, 26, 35-61 282 Yun SeokChoi etal. G antz, W., & Wenner, L. A. (1991). Men, w om en, an d sports: A udience ex periences and effects. Journal of Broadcasting and Electronic M edia, 35, 233-243. G reenw ell, T. C., Fink, J. S., & Pastore, D. L. (2002). Perceptions of the service experience: Using dem ographic and psychographic variables to identify custom er segm ents. Sport M arketing Quarterly, 11(4), 233-241. Ho, J C., & Jiang, P. (2006). E nhancing revenue in college sport events by practicing yield m an ag em en t and e-com m erce. The Costal Business Journal, 3(1), 47-55. H ow ard, D., & Crom pton, J. (2005). Financing Sport (2nd ed.). Fitness Infor m ation Technology, Inc.: M organtow n, WV Iwasaki, Y., & Havitz, M. E. (1998). A p ath analytic m odel of th e relationships b etw e en involvem ent, psychological com m itm ent, an d loyalty. Journal of Leisure Research, 30, 256-280. Jam es, J. D., & Ridinger, L. L. (2002). Fem ale an d m ale sport fans: A com parison of sport consum ption motives. Journal of Sport Behavior, 25(3), 260-278. Jam es, J. D., & Ross, D. S. (2004). C om paring sport consum er motivations across m ultiple sports. Sport M arketing Quarterly, 13, 17-25 Kim, Y. (2003). D evelopm ent and validation of instrum ents for assessing sport spectator invo lvem en t and factors affecting sport spectator invo lve m ent. U npublished doctoral dissertation, University of N ew Mexico, N ew Mexico. Kotler, P., & Arm strong, G. (2008). Principels of M arketing (12th ed.). U pper Saddle River, N ew Jersey: Pearson Education, Inc. Laverie, D. A., & A rnett, D. B. (2000). Factor affecting fan attendance: The influence of identity salience an d satisfaction. Journal of Leisure, 32(2), 225-246. Leeuw en, L. V., Quick, S., & Daniel, K. (2002). The sport spectator satisfac tion model: A conceptual fram ew ork for und erstan d in g the satisfaction of spectator. Sport M an a g em en t Review, 5, 99-128. Lough, N. L., & Kim, A. (2004). Analysis of socio-m otivations affecting spec tator atten d an ce at w om en's professional basketball gam es in South Ko rea. Sport M arketing Quarterly, 13, 35-42. M cDonald, M. A., M iline, R. G. & H ong J. B. (2002). M otivational factors for evaluating sport spectator and participant m arkets. Sport M arketing Quarterly, 11(2), 100-113 M adrigal, R. (1995). C ognitive an d affective determ in ants of fan satisfac tion w ith sporting ev en t attendance. Journal of Leisure Research, 27, 205-227. Mahony, D. F., N akazaw a, M., Funk, D. C., Jam es, J. D., & G ladden J. M. (2002). M otivational factors influencing the behavior of J. league sp e cta tors. Sport M a n a g em en t Review, 5, 1-24. Sport Spectator Involvement 283 Maslow, A. H. (1943). A theory of hum an motivation. Psychological Review, 50, 370-396. Milne, G. R., & M cDonald, M. A. (1999J. Sport m arketing: M anaging the excha nge process. Sudbury, MA: Jones and Bartlett Publishers. Mullin, B. J., Hardy, S., & Sutton, W. A. (2007). Sport M arketing 3rd edition. H um an K inetics:Cham paign, IL. Pease, D. G., & Zhang, J. J. (2001). Socio-motivational factors affecting sp e c tator atten d an ce at professional basketball gam es. International Journal of Sport M anagem ent, 2, 31-59. Robison, M. J., Trail, G. T., Dick, R. J., & G illentine, A. J (2005). Fans vs. sp ec tators: An analysis of those w ho atten d intercollegiate football gam es. Sport M arketing Quarterly, 14, 43-53. Rothschild, M. L. (1984). Perspectives on involvem ent: C urrent problem s an d future directions. A d va n c es in Consum er Research, 11, 216-217. Shank, M. D. (2002). Sport M arketing; A strategic perspective. U pper Saddle River, N ew Jersey: P earson Education, Inc. Shulm an, J., & Bowen, W. (2001). The g am e of life: College sports and e d u cational values. Princeton, NJ: Princeton University Press. Sutton, W. A., M cDondald, M. A., Milne, G. R., & Cim perm an, J. (1997). C re ating and fostering fan identification in professional sports. Sport M ar keting Quarterly, 6, 15-22. Trail, G. T., & Jam es, J. D. (2001). T he M otivation Scale for Sport C onsum p tion: A ssessm ent of th e Scale's Psychometric Properties. Journal of Sport Behavior, 24, 108-127. Trail, G. T., Robinson, M. J., Dick, R. J., & G illentien, A. J. (2003). M otives and points of attachm ent: fans versus spectators in intercollegiate ath let ics. Sport M arketing Quarterly, 12(4), 217-227. W akefield, K. L., & Blodgett, J. G. (1994). T he im portance of servicescapes in leisure service settings, Journal of Service M arketing, 8, 66-76. W ann, D. L. (1995). Prelim inary validation of th e sport fan m otivation scale. Journal of Sport and Social Issues, 19, 377-396. W ann, D. L., & Branscom be, N. R. (1990). D ie-hard and fair-w eather fans: Effects of identification on BIRGing an d CORFing tendencies. Journal of Sport and Social issues, 14, 103-117. W ann, D. L., Dolan, T. J., M cGeorge, K. K., & Allison, J. A. (1994). Relation ships b etw e en spectator identification an d spectators' perceptions of in fluence, spectators' em otion, an d com petition outcom e. Journal of Sport & Exercise Psychology, 16, 347-364. Zang, J. J., Pease, D. G., Lam, E. T., Bellerive, L. M., Pham, U. L., Williamson, D. P., & Wall, K. A. (2001). Socio-motivational factors affecting spectator attendance at m inor league hockey gam es. Sport M arketing Quarterly, 10(1), 43-56. 284 Yun SeokChoi etal. About the Authors Dr. Yun Seok Choi is an assistant professor in the Division of Kinesiology, H ealth and Sport Studies at W ayne State University, Detroit, M ichigan. His prim ary research interests include sport m arketing and organizational b e havior in sport organizations. Dr. Jeffrey J. M artin is currently a full professor at W ayne State University in Detroit, M ichigan. His m ajor research ag e n d a has b ee n on the psychosocial aspects of disability sport and physical activity Dr. M eu ngguk Park is an A ssistant Professor in the D epartm ent of Kinesiolo gy at the Southern Illinois University C arbondale, specializing in sport m an agem ent. His research interests include prom otional strategies for nonprofit sport organizations, corporate sponsorship associated w ith the Paralym pics a n d Special Olympics, corporate social responsibility in sport, and charity affiliated sporting events. Dr. Taeho Yoh is an associate professor in the D epartm ent of Kinesiology at Southern Illinois University C arbondale. His areas of research interest in clude m arketing and academ ic issues in sport m anagem ent.
© Copyright 2026 Paperzz