development of a brief questionnaire of smoking urges--spanish

6
Development of a Brief Questionnaire of Smoking Urges—Spanish Antonio Cepeda-Benito Texas A&M University Abilio Reig-Ferrer Universidad de Alicante Using 2 different samples of smokers, the authors developed and cross-validated a Spanish, brief version of the Questionnaire of Smoking Urges (QSU; S. T. Tiffany & D. J. Drobes, 1991). The smokers in Study 1(N 245) and Study 2 (N 225) were from the province of Alicante, Spain. In both samples, a 2-factor model provided an excellent fit for a 10-item, all positively worded version of the QSU. Moreover, in both studies each factor uniquely contributed to predict nicotine dependence. Overall, there was clear evidence of construct validity for the multidimensionality of smoking cravings among Spanish smokers. Drug cravings are subjective states thought to motivate compul- sive drug self-administration, to hinder addicts’ efforts to achieve abstinence, and to cause relapse following sustained drug absti- nence (Tiffany, 1990). Smoking cravings can be elicited by expo- sure to smoking cues (e.g., Drobes & Tiffany, 1997), thoughts associated with smoking (e.g., Cepeda-Benito & Tiffany, 1996), affective states (e.g., Drobes, Meier, & Tiffany, 1994), and smok- ing deprivation (e.g., Tiffany & Drobes, 1991). Smokers often report that cravings to smoke represent an important challenge for quitting smoking (e.g., Pickens & Johanson, 1992), and those ex-smokers who experience the most intense cravings are the ones most likely to relapse (e.g., Killen & Fortman, 1997; Shiffman et al., 1997). Thus, the ability to assess cravings is pivotal to both the understanding of the relapse process and, consequently, the devel- opment of interventions that will help smokers to cope with strong cravings to smoke (Sayette et al., 2000). Many authors have defined cravings beyond mere desires to use drugs or food (e.g., Cepeda-Benito, Gleaves, Williams, & Erath, 2000; cf. Kozlowski, Pilliteri, Sweeney, Whitfield, & Graham, 1996) and include drug use expectancies, intentions to use, and even affect and cognitions associated with substance use as poten- tial dimensions of craving. For example, Shadel, Niaura, and Abrams (2000) reported that smokers’ experience of craving vary across various domains, including autonomic, emotional, and be- havioral responses. Tiffany and Drobes (1991) developed the Questionnaire of Smoking Urges (QSU) in congruence with the notion that the assessment of cravings should take into account differences in how drug users experience and manifest their cravings. These authors defined four theoretically distinct dimensions of cravings and selected 32 items to represent four craving types: (a) desires to smoke, (b) anticipation of positive effects from smoking, (c) anticipation of relief from negative states, and (d) intentions to smoke. Using exploratory factor analysis, they concluded that a 26-item, two-factor solution provided a psychometric and theoret- ically valid model. The first factor consisted of 15 items that described positive reinforcement effects from smoking, as well as intentions and desires to smoke. The second factor contained 11 items, which expressed negative reinforcement expectancies from smoking, and what Tiffany and Drobes called “an urgent and overwhelming desire to smoke” (Tiffany & Drobes, 1991, p. 1467). The original QSU and other briefer versions of the instrument have been used successfully to track craving changes in a wide variety of research manipulations, for example, smoking depriva- tion, alcohol consumption, nicotine replacement, and exposure to smoking-related cues (e.g., Burton & Tiffany, 1997; Cepeda- Benito & Tiffany, 1996; Conklin, Tiffany, & Vrana, 2000; Cox, Tiffany, & Christen, 2001; Drobes & Tiffany, 1997; King & Meyer, 2000; Teneggi et al., 2002). In addition, a few of the studies that have addressed the construct validity of the QSU (e.g., Willner, Hardman, & Eaton, 1995) have reported findings that support the two-dimensional structure proposed by Tiffany and Drobes (1991; for a more detailed account of the strengths and weaknesses of the QSU see Cepeda-Benito, Henry, Gleaves, & Fernandez, 2004). Cepeda-Benito et al. (2004) used confirmatory factor analyses (CFA) to compare the fits of one-, two-, and four-factor models of the QSU in two separate data sets: the original data from U.S. American smokers collected by Tiffany and Drobes (1991) and a new data set obtained from a sample of Spanish smokers. The two-factor model provided the best fit in both the American and Spanish samples, supporting the generalizability of the bidimen- sionality of the QSU across Spanish and American smokers. The parallel results across the two culturally different samples were Antonio Cepeda-Benito, Department of Psychology, Texas A&M Uni- versity; Abilio Reig-Ferrer, Departamento de Psicologı ´a de la Salud, Uni- versidad de Alicante, Alicante, Spain. This research was supported in part by a grant awarded to Antonio Cepeda-Benito and Abilio Reig-Ferrer by the Subsecretari de l’Oficina de Cie `ncia i Tecnologia del Govern Valencia ` (Ajuda Per A Estades D’investigadors Convidats En Universitats I Altres Centres D’investigacio ´ Situats A La Comunitat Valenciana; Ref: INV 01-35), and in part by a grant awarded to Antonio Cepeda-Benito and Abilio Reig-Ferrer by the Ministerio de Cultura Educacio ´n y Deportes de Espan ˜a (Ayudas Para Estancias de Profesores, Investigadores, Doctores y Tecno ´logos Extran- jeros en Espan ˜a; Ref: SB2000-0020). Correspondence concerning this article should be addressed to Antonio Cepeda-Benito, Department of Psychology, Texas A&M University, Col- lege Station, TX 77843-4235. E-mail: [email protected] Psychological Assessment Copyright 2004 by the American Psychological Association 2004, Vol. 16, No. 4, 402– 407 1040-3590/04/$12.00 DOI: 10.1037/1040-3590.16.4.402 402

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Page 1: Development of a Brief Questionnaire of Smoking Urges--Spanish

Development of a Brief Questionnaire of Smoking Urges—Spanish

Antonio Cepeda-BenitoTexas A&M University

Abilio Reig-FerrerUniversidad de Alicante

Using 2 different samples of smokers, the authors developed and cross-validated a Spanish, brief versionof the Questionnaire of Smoking Urges (QSU; S. T. Tiffany & D. J. Drobes, 1991). The smokers in Study1 (N � 245) and Study 2 (N � 225) were from the province of Alicante, Spain. In both samples, a2-factor model provided an excellent fit for a 10-item, all positively worded version of the QSU.Moreover, in both studies each factor uniquely contributed to predict nicotine dependence. Overall, therewas clear evidence of construct validity for the multidimensionality of smoking cravings among Spanishsmokers.

Drug cravings are subjective states thought to motivate compul-sive drug self-administration, to hinder addicts’ efforts to achieveabstinence, and to cause relapse following sustained drug absti-nence (Tiffany, 1990). Smoking cravings can be elicited by expo-sure to smoking cues (e.g., Drobes & Tiffany, 1997), thoughtsassociated with smoking (e.g., Cepeda-Benito & Tiffany, 1996),affective states (e.g., Drobes, Meier, & Tiffany, 1994), and smok-ing deprivation (e.g., Tiffany & Drobes, 1991). Smokers oftenreport that cravings to smoke represent an important challenge forquitting smoking (e.g., Pickens & Johanson, 1992), and thoseex-smokers who experience the most intense cravings are the onesmost likely to relapse (e.g., Killen & Fortman, 1997; Shiffman etal., 1997). Thus, the ability to assess cravings is pivotal to both theunderstanding of the relapse process and, consequently, the devel-opment of interventions that will help smokers to cope with strongcravings to smoke (Sayette et al., 2000).

Many authors have defined cravings beyond mere desires to usedrugs or food (e.g., Cepeda-Benito, Gleaves, Williams, & Erath,2000; cf. Kozlowski, Pilliteri, Sweeney, Whitfield, & Graham,1996) and include drug use expectancies, intentions to use, andeven affect and cognitions associated with substance use as poten-tial dimensions of craving. For example, Shadel, Niaura, andAbrams (2000) reported that smokers’ experience of craving varyacross various domains, including autonomic, emotional, and be-havioral responses.

Tiffany and Drobes (1991) developed the Questionnaire ofSmoking Urges (QSU) in congruence with the notion that theassessment of cravings should take into account differences in howdrug users experience and manifest their cravings. These authorsdefined four theoretically distinct dimensions of cravings andselected 32 items to represent four craving types: (a) desires tosmoke, (b) anticipation of positive effects from smoking, (c)anticipation of relief from negative states, and (d) intentions tosmoke. Using exploratory factor analysis, they concluded that a26-item, two-factor solution provided a psychometric and theoret-ically valid model. The first factor consisted of 15 items thatdescribed positive reinforcement effects from smoking, as well asintentions and desires to smoke. The second factor contained 11items, which expressed negative reinforcement expectancies fromsmoking, and what Tiffany and Drobes called “an urgent andoverwhelming desire to smoke” (Tiffany & Drobes, 1991, p.1467).

The original QSU and other briefer versions of the instrumenthave been used successfully to track craving changes in a widevariety of research manipulations, for example, smoking depriva-tion, alcohol consumption, nicotine replacement, and exposure tosmoking-related cues (e.g., Burton & Tiffany, 1997; Cepeda-Benito & Tiffany, 1996; Conklin, Tiffany, & Vrana, 2000; Cox,Tiffany, & Christen, 2001; Drobes & Tiffany, 1997; King &Meyer, 2000; Teneggi et al., 2002). In addition, a few of thestudies that have addressed the construct validity of the QSU (e.g.,Willner, Hardman, & Eaton, 1995) have reported findings thatsupport the two-dimensional structure proposed by Tiffany andDrobes (1991; for a more detailed account of the strengths andweaknesses of the QSU see Cepeda-Benito, Henry, Gleaves, &Fernandez, 2004).

Cepeda-Benito et al. (2004) used confirmatory factor analyses(CFA) to compare the fits of one-, two-, and four-factor models ofthe QSU in two separate data sets: the original data from U.S.American smokers collected by Tiffany and Drobes (1991) and anew data set obtained from a sample of Spanish smokers. Thetwo-factor model provided the best fit in both the American andSpanish samples, supporting the generalizability of the bidimen-sionality of the QSU across Spanish and American smokers. Theparallel results across the two culturally different samples were

Antonio Cepeda-Benito, Department of Psychology, Texas A&M Uni-versity; Abilio Reig-Ferrer, Departamento de Psicologıa de la Salud, Uni-versidad de Alicante, Alicante, Spain.

This research was supported in part by a grant awarded to AntonioCepeda-Benito and Abilio Reig-Ferrer by the Subsecretari de l’Oficina deCiencia i Tecnologia del Govern Valencia (Ajuda Per A EstadesD’investigadors Convidats En Universitats I Altres Centres D’investigacioSituats A La Comunitat Valenciana; Ref: INV 01-35), and in part by agrant awarded to Antonio Cepeda-Benito and Abilio Reig-Ferrer by theMinisterio de Cultura Educacion y Deportes de Espana (Ayudas ParaEstancias de Profesores, Investigadores, Doctores y Tecnologos Extran-jeros en Espana; Ref: SB2000-0020).

Correspondence concerning this article should be addressed to AntonioCepeda-Benito, Department of Psychology, Texas A&M University, Col-lege Station, TX 77843-4235. E-mail: [email protected]

Psychological Assessment Copyright 2004 by the American Psychological Association2004, Vol. 16, No. 4, 402–407 1040-3590/04/$12.00 DOI: 10.1037/1040-3590.16.4.402

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interpreted as evidence of the universality (or etic validity; Ma-tsumoto, 1996) of the construct of smoking cravings.

However, given that 10 out of the 15 items in the positivereinforcement factor (Factor 1) of the QSU were negativelyworded (e.g., “I don’t want to smoke now”), but all 11 items in thenegative reinforcement factor (Factor 2) were positively worded(e.g., “My desire to smoke seems overpowering”), Cepeda-Benitoet al. (2004) also examined the extent to which the two-factorsolution could have been an artifact of the directionality of theitems. That is, these authors examined the two-factor structure ofthe QSU after excluding either the positively or the negativelyworded items of Factor 1. The use of only positively worded itemsin Factor 1 led to a moderate loss of fit, whereas the use of onlynegatively worded items resulted in a substantial improvement ofmodel fit. Thus, the findings suggested that the presence of neg-atively worded items in Factor 1 but not in Factor 2 influenced thetwo-factor structure of the QSU. This pattern of results replicatedacross smokers from the United States and Spain but was strik-ingly pronounced for Spanish smokers.

The goal of the present investigation was to develop a briefversion of the QSU. Unlike the study described above (Cepeda-Benito et al., 2004), the present investigation used an all positivelyworded version of the QSU to avoid the confounding interpreta-tions that arise from mixing positively and negatively wordeditems. The present study makes the contribution of providing a toolnot currently available for researchers and clinicians working withSpanish-speaking populations. The advantage of a brief measure isthat short instruments are more practical in laboratory and clinicalsettings than are long instruments, in particular, if multiple cravingassessments are required or many other constructs are assessed inaddition to craving (Sayette et al., 2000). Moreover, short mea-sures should be less susceptible to craving reactivity than longmeasures. That is, the mere act of asking questions about urges ordesires to smoke may itself intensify cravings (Sayette et al.,2000).

The investigation was conducted in two studies. In Study 1,negatively worded items were transformed to obtain a positivelyworded version of the instrument. A sample of Spanish smokerscompleted this positively worded version, and the results of thisadministration were used to develop a 10-item instrument. InStudy 2, the brief measure was cross-validated in a new sample ofSpanish smokers.

Study 1

The QSU was chosen as the parting point because Cepeda-Benito et al. (2004) found that the psychometric properties of theQSU generalized across Spanish- and English-speaking partici-pants, which suggested the two versions were language equivalentand that the item pool was adequate for Spanish smokers. Al-though short versions of the QSU have been used with English-speaking samples in both research (e.g., Drobes & Tiffany, 1997)and clinical settings (Cox et al., 2001), these measures wereconstructed by selecting items according to their loadings in thelong, positively and negatively worded version of the QSU. How-ever, given that transforming negatively worded items into posi-tively worded items may change the nature of the two-factorstructure of the QSU, in particular, for the Spanish-speaking smok-ers (Cepeda-Benito et al., 2004), we decided to follow a data

driven approach to item selection on the basis of the resultsobtained with an all positively worded version rather than with theoriginal QSU. We settled on the idea of a 10-item instrument basedon empirical evidence showing that responding to a 10-item ques-tionnaire of smoking cravings did not produce craving reactivity(Shadel, Niaura, & Abrams, 2001).

Method

The participants were 245 self-identified regular smokers (66.5% fe-male) attending school or working at the University of Alicante, Spain. Themean age of the participants was 22.24 (range � 16–50). On average,participants smoked over 11 cigarettes per day (M � 11.25, SD � 6.91)and indicated they had smoked regularly for over 6 years (M � 6.23, SD �6.24). Participants volunteered about 15 min of their time to complete ananonymous survey at the beginning of a class period (students) or duringtheir lunch break (university employees). No definition for regular smokingwas provided. The length of time without smoking was allowed to varyrandomly because Tiffany and Drobes (1991) reported that length of timesince the last cigarette increased the intensity with which craving wasreported but did not change the factor structure of the QSU. The length oftime without smoking prior to the completion of the questionnaire varied,with the 25th, 50th, and 75th percentiles of this measure being 5, 10, and20 min, respectively.

To assess cravings we used the QSU. The QSU asks smokers to indicatehow strongly they agree or disagree with each of 32 statements (only 26 ofthe 32 items form the two-factor structure proposed by Tiffany and Drobes,1991). Items are scored using a Likert-type scale that ranges from 1 to 7,with higher numbers indicating greater level of agreement. To avoidinterpretation ambiguities, we reworded as positive the 12 items of theQSU that were originally negatively worded items. A Spanish native fluentin both English and Spanish then translated the 12 items into Spanish. Anexperienced and fluent Spanish-as-a-second-language instructor, a U.S.native, then translated back into English the Spanish version of the QSU.The back translation was then compared with the original English trans-lation item by item. Discrepancies were identified and adjustments to theSpanish translation were resolved by discussion between the two transla-tors. The 32-item questionnaire was completed by adding the 20 originallypositively worded items of the QSU that had been translated for Cepeda-Benito et al.’s (2004) study. The questionnaire was then administered to 10Spanish smokers and their feedback was incorporated into the final version.

Level of nicotine dependence was measured using a 6-item measuredeveloped for use with Spanish smokers (see Cepeda-Benito & Reig-Ferrer, 2000). This questionnaire is similar to Fagerstrom’s (1978) Toler-ance Questionnaire, and the content of its items are related to Diagnosticand Statistical Manual of Mental Disorders (4th ed., text rev.; AmericanPsychiatric Association, 2000) criteria for nicotine dependence. Totalscores range between 0 and 6.

Results

As the initial step in item analysis, we examined Kaiser’smeasure of sampling adequacy (Kaiser, 1974) to determine theappropriateness of the data for factor analysis. Sampling adequacyvalues that are less than .50 are considered unacceptable, valuesthat are in the .50–.60 range are considered acceptable, and valuesthat are above .80 or .90 are considered ideal. The overall measureof sampling adequacy was .94, or exceeding expectations (Kaiser,1974), with no items below .80.

We then specified a two-factor model and examined internalconsistency for each of the two hypothesized factor subscales, aswell as item-total correlations within the subscales. Following the26-item model specified by Tiffany and Drobes (1991), 15 and 11

403BRIEF REPORTS

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items were assigned to Factor 1 and Factor 2, respectively. The 6remaining items that Tiffany and Drobes did not assign to eitherfactor because of their poor loadings or poor factor specificitywere assigned to the model according to their content validity,1

with Factor 1 and Factor 2 receiving 3 items each.We then eliminated items from Factor 1 with item-total corre-

lations of less than .65 (6 items) and items from Factor 2 withitem-total correlations of less than .50 (4 items). We used a moreliberal deletion criterion for Factor 1 than for Factor 2 because thestarting pool of items was greater for Factor 1 (18 items) than forFactor 2 (14 items). Thus, internal consistency analyses resulted inthe elimination of 10 items from the original pool of 32 items. Ofthe 22 items retained, 21 items coincided with the 26-item, two-factor structure of the QSU (Tiffany & Drobes, 1991).

Using CFA, the remaining 22 items were assigned to theirrespective factors and analyzed with the maximum-likelihoodmethod. To further reduce the length of the instrument and im-prove the fit of the two-factor model, we eliminated, one by one,the item that at each step yielded the highest modification index inthe factor loading matrix. This procedure was carried out until a10-item instrument with 5 items per factor was obtained. Eachmodification index measures how much model fit is expected toimprove if the associated item is set free and the model is reesti-mated. Thus, the largest modification index shows the parameterthat improves the fit most when set free or deleted. This processwas intended to eliminate items that loaded highly in their nonin-tended factor and to increase the distinctiveness of the factors.

For the model that included the final 10 items, in addition toreporting the chi-square statistic (and associated p value), weevaluated model fit using an absolute fit index, the standardizedroot-mean-square residual (SRMSR; Bentler, 1995), and an incre-mental fit index, the comparative fit index (CFI; Bentler, 1990). Fitindices suggested an excellent fit, �2(34, N � 245) � 76.84, p �.01; SRMSR � .04; CFI � .97. Item loadings for the two factorsranged from .60 to .91 (see Table 1). The interfactor correlationwas .58 (SE � 0.05), and met Anderson and Gerbing’s (1988) testfor multifactorial discriminant validity. That is, the confidenceintervals (�2 standard errors) around the factor correlations didnot contain 1.0. Reliability coefficients for the total scores derivedfrom Factor 1 (.91) and Factor 2 (.81) were adequate.

Evidence of concurrent validity for the QSU was tested with amultiple regression analysis. We predicted nicotine dependencescores using the two factor-derived scale scores as predictors, withboth variables entered simultaneously in the model. The model

1 Three items were assigned to the factor described as measuring antic-ipation of positive reinforcement and intentions to smoke (Factor 1). Ofthese, two items belonged to the anticipation of positive outcome categoryand one item was from the intentions to smoke category (see Tiffany &Drobes, 1991). The remaining items were assigned to the factor describedas measuring negative reinforcement and urgent desire to smoke (Factor 2).Two of these items belonged to the anticipation of relief from negativestates category, and one item was from the desire to smoke category (“Ineed to smoke now [italics added]”).

Table 1Standardized Item Factor Loadings for the Positively Worded, 10-Item Spanish Version of theQuestionnaire of Smoking Urges (QSU) in the Development and Cross-Validation Samples

Spanish item(Original item)

Loadings

Study 1 Study 2

Factor 1

1. Quiero fumar ahora mismo.a,b .89 .91(6. I don’t want to smoke now.)3. Si alguien me ofreciera un cigarrillo aquı mismo, me lo fumarıa.b .60 .79(9. If I were offered a cigarette, I would smoke it immediately.)5. Ahora mismo tengo ganas de fumarme un cigarrillo. .91 .95(20. I crave a cigarette right now.)9. Me apetece mucho fumarme un cigarrillo. .91 .96(23. I have an urge for a cigarette.)10. Estoy pensando en fumarme un cigarrillo en cuanto pueda.a,b .79 .92(32. Right now, I am not making plans to smoke.)

Factor 2

2. Si me fumara un cigarrillo estarıa menos deprimido. .65 .79(7. Smoking would make me less depressed.)4. Si fumara un cigarrillo me sentirıa menos cansado.b .70 .84(14. Smoking now would make me feel less tired.)6. Me sentirıa con mas control de mı mismo si pudiera fumar. .78 .87(24. I could control things better right now if I could smoke.)7. Me sentirıa mejor fisicamente si estuviera fumando.a,b,c .69 .86(26. I would not feel better physically if I were smoking.)8. Podrıa pensar mucho mejor si estuviera fumando.b .76 .89(29. If I were smoking now, I could think more clearly.)

a Item was negatively worded in the original version of the QSU. b Item not included in the 10-item QSU (Cox,Tiffany, & Christen, 2001). c Item not included in the 26-item, two-factor QSU (Tiffany & Drobes, 1991).

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was statistically significant and accounted for about 20% of thevariance, R2adj � .21; F(2, 241) � 32.6, p � .01, with Factor 1scale (� � .19, p � .02) and Factor 2 scale (� � .25, p � .01)contributing independently to predict nicotine dependence scores.

We also examined the extent to which the two scale scoresshared variability with nicotine dependence scores above andbeyond three other competing variables. The predictive variableswere entered hierarchically in three steps, with age and gender,daily rate of smoking, and the two QSU scales entered in steps one,two, and three, respectively. The results revealed that each groupof variables contributed to predict level of nicotine dependenceabove and beyond the previous step (see Table 2). At the final step,the model was statistically significant and accounted for 60% ofthe variance of nicotine dependence, R2adj � .60; F(5, 238) �56.8, p � .01. With all the variables in the model, daily smokingrate and each of the two factor-derived scales were unique predic-tors of nicotine dependence scores (see Table 2).

The results suggested a potentially successful attempt to developa brief, two-factor instrument for the assessment of smoking crav-ings among Spanish speakers. That is, the two-factor model clearlymet the combined fit criterion, and the item loadings, interfactorcorrelation, and reliability parameters indicated good psychometricproperties for the measure. The validity of the two-factor modelwas further supported in that each factor-derived scale predictednonoverlapping variance of nicotine dependence. Moreover, weruled out the possibility that the relationship between the twoscales and nicotine dependence was a function of the cravingscales’ relationship with other variables. That is, the two factor-derived scales remained statistically significant predictors aboveand beyond gender, age, and daily smoking rate. Nonetheless,given that we used CFA to refine the initial instrument, we were nolonger functioning in a confirmatory mode and the resulting poolof items and factor structure were possibly affected by the specif-ics of our sample. To respond to the strong need to cross-validate,we tested the new instrument in a new sample of smokers.

Study 2

Method

The participants were self-identified daily cigarette smokers (N � 225;42.8% female) from the province of Alicante, Spain. The mean age of theparticipants was 32.6 (range � 15–79). On the average, participantssmoked over 16 cigarettes per day (M � 16.21, SD � 9.46) and indicatedthey had been daily cigarette smokers for 12 consecutive years (M � 12.06;SD � 17.53). The length of time without smoking prior to the completionof the questionnaire varied, with the 25th, 50th, and 75th percentiles of thismeasure being 2, 15, and 60 min, respectively. Thus, the participants in thissample tended to be older and smoked more heavily than the participantsin Study 1. These differences between the samples were expected (in-tended) because in Study 1 we recruited self-identified regular cigarettesmokers (without defining regular), whereas in Study 2 only daily cigarettesmokers were recruited.

The procedures were similar to those used in previous investigations ofculturally and linguistically diverse samples (e.g., Negy & Snyder, 2000;Reig-Ferrer, Cepeda-Benito, & Snyder, 2004). Nursing students (N � 60)from the Universidad de Alicante recruited smokers from the communityand received research credit for a health psychology course. Students wereinstructed to recruit daily smokers and were allowed to draw from theirown personal contacts. Interviewers provided the rationale for the study,obtained informed consent, and instructed participants to complete themeasures. Participants received neither compensation nor feedback abouttheir responses but were informed they could contact Antonio Cepeda-Benito if they had questions or concerns. No formal participation recordswere kept, but students reported that they had no difficulties findingsmokers willing to participate in the study.

In addition to demographic and smoking history information, partici-pants completed the positively worded, 10-item version of the QSU and theFagerstrom Test for Nicotine Dependence (FTND; Heatherton, Kozlowski,Frecker, & Fagerstrom, 1991). The FTND includes two multiple-choiceitems (0 to 3 scale) and four 2-choice items (0 to 1 scale). The total nicotinedependence score can range from 0 to 10, with high scores indicatinghigher levels of dependence. A Spanish translation of the FTND has beenvalidated with a representative sample of 646 Spanish smokers (Becona &Vazquez, 1998).

Table 2Summary of Hierarchical Regression Analysis for Variables Predicting Nicotine DependenceScores for Study 1 (N � 245) and Study 2 (N � 225)

Variable

Study 1 Study 2

� SE � � � SE � �

Step 1Age .058 .019 .225* .036 .014 .177*Gender �.011 .015 �.054 .650 .346 .132

Step 2Age �.031 .014 �.119 .001 .012 .005Gender �.004 .010 �.018 .224 .278 .045Smoking rate .155 .010 .798* .158 .015 .626*

Step 3Age �.021 .014 �.080 �.001 .011 �.005Gender �.003 .010 �.016 .279 .259 �.057Smoking rate .143 .010 .734* .134 .014 .532*QSU-1 urges .021 .009 .127* .029 .014 .131*QSU-2 urges .034 .017 .110* .071 .020 .221*

Note. Study 1: R2 � .054 for Step 1; �R2 � .517 for Step 2; �R2 � .040 for Step 3 ( ps � .01). Study 2: R2 �.056 for Step 1; �R2 � .351 for Step 2; �R2 � .088 for Step 3 ( ps � .01). QSU � Questionnaire of SmokingUrges.* p � .05.

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Results

The results of the CFA were very similar to the findings re-ported for the final 10 items retained in Study 1, supporting thetwo-factor model. Fit indices suggested a good fit, �2(34, N �225) � 96.67, p � .01; SRMSR � .04; CFI � .97. Item loadingsfor the two factors ranged from .79 to .95 (see Table 1). Thecorrelation between factors was .60 (SE � 0.05). Reliability co-efficients were excellent for the scales derived from Factor 1 (.95)and Factor 2 (.93).

As in Study 1, we used multiple regression analysis to predictnicotine dependence (FTND) scores from the two factor-derivedscale scores. The model was statistically significant and accountedfor over 25% of the variance, R2adj � .27; F(2, 222) � 41.4, p �.01, with Factor 2 accounting for a slightly larger portion of thevariance (� � .33, p � .01) than Factor 1 (� � .26, p � .01).

Also in parallel with Study 1, we performed a second multipleregression analysis to test the extent to which the two factor scalespredicted level of nicotine dependence above and beyond gender,age, and daily rate of smoking. This analysis also replicated theresults of Study 1. Each group of variables contributed to predictlevel of nicotine dependence above and beyond the previous step(see Table 2). With all variables entered, the model was statisti-cally significant and accounted for almost 50% of the variance ofnicotine dependence, R2adj � .48; F(5, 219) � 37.8, p � .01.Daily smoking rate, and each of the two factor-derived scales werestatistically significant predictors of nicotine dependence scores(see Table 2). Examination of the variables’ corresponding � and� weights shows a remarkable similarity between the patterns ofresults obtained in both studies, with perhaps the exception that inStudy 2 the second factor scale was more strongly associated withnicotine dependence than the first factor scale (see Table 2).

Discussion

The goal of the investigation was to develop a brief version ofthe QSU for use with Spanish-speaking smokers. To avoid inter-pretational confounds and ambiguities associated with mixing pos-itively and negatively worded items (Cepeda-Benito et al., 2004),we transformed negatively worded items into positively wordeditems. The results of Study 1 indicated that a two-factor model ofcravings provided a good fit for a 10-item version of the QSU. Thisshort, positively worded, Spanish version of the QSU also showedexcellent psychometric properties, as well as construct validity.That is, the coefficient alphas associated with the two factor-derived scales were excellent, the CFA analyses provided excellentfit indices in both samples, and total scale scores from each of thefactor-derived scales were uniquely predictive of level of nicotinedependence above and beyond each other, age, gender, and rate ofsmoking.

Our item reduction approach in Study 1 was intended to increasethe distinctiveness between the content of the two factors. In thepresent instrument, two item categories (intentions and desires tosmoke) made up Factor 1 and one item category (negative rein-forcement expectancies) made up Factor 2 (see Table 1). Thus, ourresults are congruent with the interpretation of Factor 1 as repre-senting intentions and desires to smoke and Factor 2 as expressingnegative-reinforcement/state-improvement expectancies fromsmoking. By comparison, in the instruments developed by Tiffany

and Drobes (1991) and Cox et al. (2001), three categories (inten-tions, desires, and positive reinforcement expectancies) contrib-uted items to Factor 1 and all four categories (intentions, desires,positive reinforcement, and negative reinforcement expectancies)contributed items to Factor 2. In these two previous investigations,Factor 1 was described as measuring positive reinforcement ex-pectancies, as well as intentions and desires to smoke, and Factor2 was described as representing negative reinforcement expectan-cies and an urgent (e.g., “I would do anything for a cigarette rightnow”) desire to smoke (see also Table 1).

A possible reason for why the Spanish version did not retain anyitems that conveyed an “urgent and overwhelming” desire tosmoke could be that our procedures did not manipulate the cravingstate of the participants in Study 1. That is, a limitation of the studyis that we may have failed to evoke overwhelming or urgentcravings. Alternatively, Tiffany and Drobes (1991) reported thatthe factor structure of the QSU was replicated across levels ofcraving states induced by three conditions of smoking deprivation(i.e., no deprivation, 1-hr deprivation, and 6-hr deprivation).

Given the differences in content across the present QSU versionand English versions of the QSU, it would be important to examinewhether the Spanish measure would retain its psychometric prop-erties with English-speaking smokers. Although in the originalversion 3 of the 10 items were negatively worded, we tested ourmodel using Tiffany and Drobes’ (1991) original data set fromAmerican smokers. This proxy analysis yielded excellent fit indi-ces, supporting the generalization of the model to English speak-ers, �2(151, N � 230) � 287.62, p � .01; SRMSR � .05; CFI �.95.

The present study presents a potentially useful tool for theinvestigation of smoking-related phenomena with Spanish speak-ers. Although we believe that most Spanish-speaking individualswill understand the items without major problems, Spanish-speaking smokers from outside of Spain may express themselvesdifferently. Thus clinicians and researchers should pretest theinstrument with their populations of interest and, if necessary,adjust the wording of the items. Moreover, it would probably beuseful to conduct future research validating the instrument withSpanish speakers in other countries. This additional research seemsimportant, especially if one takes under consideration that theworldwide Spanish-speaking population is over 330 million andrather heterogeneous. Spanish is spoken substantially in at least adozen countries beyond Spain, including Equatorial Guinea, theSahara, most of Central and South America, Mexico, and parts ofthe United States and the Philippines. In terms of numbers ofspeakers, Spanish is the fourth most spoken first language in theworld (Pardos & Felix Barrio, 2002).

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Received December 8, 2003Revision received July 14, 2004

Accepted July 19, 2004 �

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