Highlights
- •Youth HTP users were less likely to abstain from cigarette use than their non-HTP-using comparators.
- •HTPs were insufficient to be used as tools to aid smoking cessation for youth smokers.
- •No significant differences in cigarette consumption reduction between the youth HTP users and their non-HTP-using comparators.
- •No significant differences in cigarette quit attempts between the youth HTP users and their non-HTP-using comparators.
- •No significant differences in readiness level to quit between the youth HTP users and their non-HTP-using comparators.
- •After quitting cigarettes, youth HTP users were more likely to relapse than their non-HTP-using comparators.
Abstract
Introduction
Methods
Results
Conclusions
Abbreviations:
HTP (Heated Tobacco Product), PPA (Point Prevalence of cigarette Abstinence), RR (Relative Risk), CI (Confidence Interval), SD (Standard Deviation)Keywords
1. Introduction
- Ratajczak A.
- Jankowski P.
- Strus P.
- Feleszko W.
- Hwang J.H.
- Ryu D.H.
- Park S.W.
- Kim J.
- Lee S.
- Kimm H.
- Lee J.A.
- Lee C.M.
- Cho H.J.
- Hwang J.H.
- Ryu D.H.
- Park S.W.
- Ratajczak A.
- Jankowski P.
- Strus P.
- Feleszko W.
- Ratajczak A.
- Jankowski P.
- Strus P.
- Feleszko W.
2. Material and methods
2.1 Study design and data sources
- von Elm E.
- Altman D.G.
- Egger M.
- Pocock S.J.
- Gøtzsche P.C.
- Vandenbroucke J.P.
- Initiative S.T.R.O.B.E.
2.2 Setting and participants
2.3 Smoking cessation service
2.4 Instruments
2.5 Data analysis
S. Van Buuren K. Groothuis-Oudshoorn G. Vink R. Schouten R. Robitzsch P. Rockenschaub L. Doove S. Jolani M. Moreno-Betancur I. White P. Gaffert F. Meinfelder B. Gray V. Arel-Bundock (2021, January 27). mice: Multivariate imputation by chained equations in R. https://cran.r-project.org/web/packages/mice/index.html.
3. Results
All participants (N = 579) | Non-HTP users (n = 473) | HTP users (n = 106) | P value | |
---|---|---|---|---|
Sources | 0.07 | |||
Incoming calls | 166(28.7) | 143(30.2) | 23(21.7) | |
Referral cases | 34(5.9) | 24(5.1) | 10(9.4) | |
Outreach recruitment | 379(65.5) | 306(64.7) | 73(68.9) | |
Age | 19.2(2.9) | 19.0(2.9) | 19.9(2.8) | 0.004 |
Sex | 0.28 | |||
Male | 476(82.2) | 385(81.4) | 91(85.8) | |
Female | 103(17.8) | 88(18.6) | 15(14.2) | |
Educational attainment | 0.16 | |||
Lower secondary | 67(12.4) | 60(13.6) | 7(7.0) | |
Upper secondary | 109(20.1) | 90(20.4) | 19(19.0) | |
Post-secondary | 365(67.5) | 291(66.0) | 74(74.0) | |
Employment status | 0.001 | |||
Full-time students | 176(31.7) | 158(35.0) | 18(17.3) | |
Full-time students and part-time employed | 213(38.4) | 158(35.0) | 55(52.9) | |
Fill-time employed | 146(26.3) | 119(26.4) | 27(26.0) | |
Unemployed | 20(3.6) | 16(3.5) | 4(3.8) | |
Marital Status | 0.41 | |||
Single | 522(97.9) | 424(97.7) | 98(99.0) | |
Married/cohabitated | 11(2.1) | 10(2.3) | 1(1.0) | |
Age of starting smoking | 14.6(3.0) | 14.5(2.8) | 14.9(3.9) | 0.23 |
Year of regular smoking | 4.9(3.5) | 4.9(3.4) | 5.7(4.6) | 0.25 |
Daily cigarette consumption | 9.3(7.6) | 9.6(7.8) | 8.1(6.5) | 0.06 |
Dosage of HTP consumption | ||||
Less than 1 time per week | – | – | 59(55.7) | |
1–6 times per week | – | – | 35(33.0) | |
Daily user | – | – | 12(11.3) | |
Quit attempt >24 h within the past year. | 0.06 | |||
Yes | 427(73.7) | 341(72.1) | 86(81.1) | |
No | 152(26.3) | 132(27.9) | 20(18.9) | |
Nicotine dependency by the Fagerstrom Test | 0.04 | |||
Mild (0–3) | 388(68.2) | 309(66.3) | 79(76.7) | |
Moderate (4–5) | 132(23.2) | 111(23.8) | 21(20.4) | |
Severe (6–10) | 49(8.6) | 46(9.9) | 3(2.9) | |
Prepare to quit within 1 month | 0.03 | |||
Yes | 226(39.0) | 175(37.0) | 51(48.1) | |
No | 353(61.0) | 298(63.0) | 55(51.9) | |
Perspectives on importance of quitting smoking (1−10), mean (SD) | 6.9(2.4) | 6.9(2.3) | 6.8(2.6) | 0.63 |
Perspectives on confidence of quitting smoking (1–10), mean (SD) | 6.2(2.6) | 6.0(2.6) | 6.7(2.4) | 0.02 |
Perspectives on difficulty of quitting smoking (1–10), mean (SD) | 5.6(2.9) | 6.0(2.8) | 6.0(2.8) | 0.39 |
Attitudes towards the HTPs | ||||
HTPs aren't addictive | 0.18 | |||
Strongly agree/agree | 83(20.0) | 60(18.5) | 23(25.0) | |
Strongly disagree/disagree/don't know | 333(80.0) | 264(81.5) | 69(75.0) | |
HTPs are better than cigarettes in terms of less health hazardous | <0.001 | |||
Strongly agree/agree | 152(36.5) | 102(31.4) | 51(55.4) | |
Strongly disagree/disagree/don't know | 264(63.4) | 223(68.6) | 41(44.6) | |
HTPs contain less harmful substances | <0.001 | |||
Strongly agree/agree | 122(29.3) | 75(23.1) | 47(51.1) | |
Strongly disagree/disagree/don't know | 295(70.7) | 250(76.9) | 45(48.9) | |
HTPs can help with smoking cessation | 0.005 | |||
Strongly agree/agree | 125(30.0) | 86(26.6) | 39(41.9) | |
Strongly disagree/disagree/don't know | 291(70.0) | 237(73.4) | 54(58.1) | |
HTPs can reduce smoking of cigarettes | 0.07 | |||
Strongly agree/agree | 160(38.6) | 117(36.2) | 43(46.7) | |
Strongly disagree/disagree/don't know | 255(61.4) | 206(63.8) | 49(53.3) |
HTP Initiation (%) | Crude RRs (95% CI), | P value | Adjusted RRs (95% CI), , d Multivariable logistic regression with robust variance, adjusting for age, education attainment, employment status, age of starting smoking, year of regular smoking, daily cigarette consumptions, level of nicotine dependency, readiness to quit, quit attempt, perceived importance and confidence of quitting smoking, attitudes towards the HTPs, and the sources of the participants. | P value | |
---|---|---|---|---|---|
Sources | |||||
Incoming calls | 6.3% | 1 | 1 | ||
Referral cases/Outreach recruitment | 3.9% | 0.92(0.73, 1.16) | 0.48 | 0.91(0.68, 1.22) | 0.54 |
Age | 4.7% | 1.09(0.96, 1.27) | 0.26 | 1.03(0.97, 1.08) | 0.35 |
Sex | |||||
Male | 4.4% | 1 | 1 | ||
Female | 3.4% | 0.97(0.62, 1.53) | 0.90 | 0.73(0.41, 1.30) | 0.73 |
Educational attainment | |||||
Lower secondary | 5.0% | 1 | 1 | ||
Upper secondary | 2.2% | 0.43(0.07, 2.67) | 0.37 | 0.64(0.13, 3.28) | 0.60 |
Post-secondary | 5.2% | 1.03(0.29, 3.68) | 0.96 | 1.55(0.40, 6.03) | 0.53 |
Employment status | |||||
Full-time students | 5.1% | 1 | 1 | ||
Full-time students and part-time employed | 7.6% | 2.27(0.84, 6.13) | 0.11 | 3.56(1.16, 7.99) | 0.03 |
Full-time employed | 0% | 0.86(0.38, 1.96) | 0.73 | 0.94(0.34, 2.65) | 0.91 |
Unemployed | 2.5% | 0.83(0.17, 3.98) | 0.82 | 0.58(0.11, 2.99) | 0.52 |
Marital status | |||||
Single | 4.5% | 1 | 1 | ||
Married/cohabitated | 10.0% | 0.94(0.59, 1.50) | 0.78 | 0.89(0.54, 1.45) | 0.53 |
Age of starting smoking | 4.7% | 0.95(0.82, 1.10) | 0.49 | 0.90 (0.78, 1.04) | 0.16 |
Year of regular smoking | 4.7% | 1.12 (0.97, 1.29) | 0.14 | 1.10(0.96, 1.27) | 0.17 |
Daily cigarette consumption | 4.7% | 0.98(0.92, 1.04) | 0.49 | 0.93(0.87, 0.998) | 0.04 |
Nicotine dependency | |||||
Mild (0–3) | 3.9% | 1 | 1 | ||
Moderate (4–5) | 5.4% | 1.53(0.60, 3.95) | 0.38 | 1.42(0.53, 3.79) | 0.48 |
Severe (6–10) | 4.3% | 1.04(0.23, 4.74) | 0.97 | 2.52(0.61, 9.41) | 0.20 |
Prepare to quit within 1 month | |||||
No | 4.7% | 1 | 1 | ||
Yes | 3.9% | 0.63(0.24, 1.63) | 0.34 | 0.83(0.36, 1.88) | 0.83 |
Quit attempt >24 h within the past year. | |||||
No | 6.2% | 1 | 1 | ||
Yes | 3.5% | 0.54(0.23, 1.30) | 0.17 | 0.95(0.41, 2.21) | 0.90 |
Perspectives on importance of quitting smoking | 4.7% | 0.85(0.71, 1.01) | 0.06 | 0.86(0.72, 1.03) | 0.10 |
Perspectives on confidence of quitting smoking | 4.7% | 0.89(0.76, 1.04) | 0.15 | 0.87(0.73, 1.04) | 0.12 |
Perspectives on difficulty of quitting smoking | 4.7% | 1.01(0.86, 1.17) | 0.95 | 0.96(0.81, 1.12) | 0.57 |
Attitudes towards the HTPs | |||||
HTPs aren't addictive | |||||
Strongly agree/agree | 10.0% | 3.53(1.70, 7.38) | 0.001 | 2.86(1.24, 6.61) | 0.01 |
Strongly disagree/disagree/don't know | 2.3% | 1 | 1 | ||
HTPs are better than cigarettes in terms of less health hazardous | |||||
Strongly agree/agree | 4.7% | 1.31(0.03, 57.98) | 0.89 | 2.03(0.82, 5.05) | 0.13 |
Strongly disagree/disagree/don't know | 3.0% | 1 | 1 | ||
HTPs contain less harmful substances | |||||
Strongly agree/agree | 4.8% | 3.06(1.46, 6.42) | 0.003 | 2.22(0.90, 5.47) | 0.08 |
Strongly disagree/disagree/don't know | 3.0% | 1 | 1 | ||
HTPs can help with smoking cessation | |||||
Strongly agree/agree | 2.9% | 1.35(0.93, 1.98) | 0.11 | 0.50(0.21, 1.19) | 0.12 |
Strongly disagree/disagree/don't know | 2.9% | 1 | |||
HTPs can reduce smoking of cigarettes | |||||
Strongly agree/agree | 2.3% | 1.19(0.82, 1.74) | 0.36 | 0.74(0.28, 1.94) | 0.54 |
Strongly disagree/disagree/don't know | 3.1% |
n/N (%) | Crude RRs (95% CI), | P value | Adjusted RRs (95% CI), , c Multivariable logistic regression with robust variance, adjusting for age, education attainment, employment status, age of starting smoking, year of regular smoking, daily cigarette consumptions, level of nicotine dependency, readiness to quit, quit attempt, perceived importance and confidence of quitting smoking, attitudes towards the HTPs, and the sources of the participants. | P value | ||
---|---|---|---|---|---|---|
Non-HTP users | HTP user | |||||
Self-reported 7-day point prevalence of cigarette abstinence | ||||||
1 week | 56/380(14.7) | 16/83(19.3) | 1.24(1.01, 1.51) | 0.04 | 1.01(0.79, 1.28) | 0.96 |
1 month | 84/418(20.1) | 18/92(19.6) | 0.96(0.79, 1.18) | 0.72 | 0.84(0.66, 1.07) | 0.16 |
3 month | 106/404(26.2) | 14/89(15.7) | 0.81(0.66, 0.99) | 0.04 | 0.50(0.29, 0.86) | 0.01 |
6 month | 120/351(34.2) | 15/79(19.0) | 0.50(0.29, 0.84) | 0.009 | 0.47(0.24, 0.91) | 0.03 |
Attempted to quit cigarettes ≥ 24 h | ||||||
1 week | 178/376(47.3) | 45/83(54.2) | 1.24(0.77, 1.67) | 0.38 | 1.14(0.92, 1.41) | 0.23 |
1 month | 212/383(55.4) | 39/80(48.8) | 0.76(0.48, 1.24) | 0.29 | 0.69(0.41, 1.15) | 0.16 |
3 month | 148/332(44.6) | 29/74(39.2) | 0.86(0.53, 1.40) | 0.55 | 0.72(0.43, 1.20) | 0.21 |
6 month | 223/341(65.4) | 51/77(66.2) | 1.02(0.62, 1.68) | 0.93 | 0.81(0.48, 1.37) | 0.43 |
Prepared to quit within 30 days | ||||||
1 week | 125/355(35.2) | 25/79(31.6) | 0.91(0.54, 1.51) | 0.71 | 0.74(−0.43, 1.27) | 0.27 |
1 month | 85/310(27.4) | 15/63(23.8) | 0.91(0.56, 1.50) | 0.72 | 0.60(0.35, 1.01) | 0.06 |
3 month | 126/280(45.0) | 36/69(52.2) | 1.20(0.72, 1.98) | 0.49 | 1.18(0.70, 1.98) | 0.53 |
6 month | 96/237(40.5) | 23/63(36.5) | 0.84(0.48, 1.45) | 0.52 | 1.11(0.67, 1.87) | 0.68 |
Relapse cigarette consumption during the follow-ups | ||||||
Relapsed | 62/183(33.9) | 17/28(60.7) | 3.02(1.33, 6.83) | 0.008 | 4.56(1.17, 17.79) | 0.03 |
Mean of %(SD) | Crude coefficient (95% CI), | P value | Adjusted coefficient (95% CI), , d Multivariable linear regression with robust variance, adjusting for age, education attainment, employment status, age of starting smoking, year of regular smoking, daily cigarette consumptions, level of nicotine dependency, readiness to quit, quit attempt, perceived importance and confidence of quitting smoking, attitudes towards the HTPs, and the sources of the participants. | P value | ||
Reduction of cigarette consumption compared to baseline | ||||||
1 week | 31.8%(0.30) | 36.0%(0.34) | 0.04(−0.04, 0.12) | 0.12 | 0.02(−0.15, 0.10) | 0.71 |
1 month | 33.9%(0.29) | 28.7%(0.27) | −0.05(−0.13, 0.03) | 0.27 | −0.05(−0.17, 0.06) | 0.37 |
3 month | 31.3%(0.31) | 28.4%(0.34) | −0.03(−0.05, 0.11) | 0.31 | −0.07(−0.19, 0.06) | 0.29 |
6 month | 31.5%(31.5) | 24.5%(0.30) | −0.07(−0.16, 0.02) | 0.09 | −0.13(−0.26, 0.003) | 0.06 |
Different HTP use patterns | Adjusted RR (95% CI), , c Multivariable logistic regression with robust variance, adjusting for age, education attainment, employment status, age of starting smoking, year of regular smoking, daily cigarette consumptions, level of nicotine dependency, readiness to quit, quit attempt, perceived importance and confidence of quitting smoking, attitudes towards the HTPs, and the sources of the participants. | P value |
---|---|---|
Self-reported 7-day point prevalence of cigarette abstinence | ||
Never-HTP users (n = 453) | 1 | |
Baseline HTP users (n = 17) | 0.38(0.21, 0.69) | 0.03 |
Initiative HTPs users (n = 20) | 0.45(0.15, 0.92) | 0.02 |
Persistent HTP users (n = 89) | 0.18(0.04, 0.86) | 0.001 |
Attempted to quit cigarettes ≥24 h | ||
Never-HTP users (n = 453) | 1 | |
Baseline HTP users (n = 17) | 0.76(0.44, 1.31) | 0.65 |
Initiative HTPs users (n = 20) | 1.16(0.40, 3.37) | 0.79 |
Persistent HTP users (n = 89) | 1.31(0.40, 4.30) | 0.32 |
Prepared to quit within 30 days | ||
Never-HTP users (n = 453) | 1 | |
Baseline HTP users (n = 17) | 1.21(0.70, 2.08) | 0.90 |
Initiative HTPs users (n = 20) | 2.17(0.84, 5.61) | 0.11 |
Persistent HTP users (n = 89) | 1.08(0.33, 3.55) | 0.50 |
Reduction of cigarette consumption compared to baseline | Adjusted coefficient (95% CI), , d Multivariable linear regression with robust variance, adjusting for age, education attainment, employment status, age of starting smoking, year of regular smoking, daily cigarette consumptions, level of nicotine dependency, readiness to quit, quit attempt, perceived importance and confidence of quitting smoking, attitudes towards the HTPs, and the sources of the participants. | P value |
Baseline HTP users (n = 17) | −0.11(−0.26, 0.03) | 0.13 |
Initiative HTPs users (n = 20) | −0.03(−0.15, 0.21) | 0.76 |
Persistent HTP users (n = 89) | −0.07(−0.15, 0.009) | 0.08 |
Any use of HTPs at baseline and follow-ups | Adjusted RR (95% CI), , c Multivariable logistic regression with robust variance, adjusting for age, education attainment, employment status, age of starting smoking, year of regular smoking, daily cigarette consumptions, level of nicotine dependency, readiness to quit, quit attempt, perceived importance and confidence of quitting smoking, attitudes towards the HTPs, and the sources of the participants. | P value |
Self-reported 7-day point prevalence of cigarette abstinence | ||
Never-HTP users (n = 453) | 1 | |
Any HTP users (n = 126) | 0.40(0.25, 0.86) | 0.01 |
Attempted to quit cigarettes ≥24 h | ||
Never-HTP users (n = 453) | 1 | |
Any HTP users (n = 126) | 0.84(0.52, 1.38) | 0.50 |
Prepared to quit within 30 days | ||
Never-HTP users (n = 453) | 1 | |
Any HTP users (n = 126) | 1.42(0.87, 2.30) | 0.16 |
Reduction of cigarette consumption compared to baseline | Adjusted coefficient (95% CI), , d Multivariable linear regression with robust variance, adjusting for age, education attainment, employment status, age of starting smoking, year of regular smoking, daily cigarette consumptions, level of nicotine dependency, readiness to quit, quit attempt, perceived importance and confidence of quitting smoking, attitudes towards the HTPs, and the sources of the participants. | P value |
Any users (n = 126) | −0.11(−0.24, 0.01) | 0.08 |
4. Discussion
- Sutanto E.
- Miller C.
- Smith D.M.
- O'Connor R.J.
- Quah A.
- Cummings K.M.
- Xu S.
- Fong G.T.
- Hyland A.
- Ouimet J.
- Yoshimi I.
- Mochizuki Y.
- Tabuchi T.
- Goniewicz M.L.
- Dunbar M.S.
- Seelam R.
- Tucker J.S.
- Rodriguez A.
- Shih R.A.
- D'Amico E.J.
- Lee C.M.
- Kim C.Y.
- Lee K.
- Kim S.
- Ratajczak A.
- Jankowski P.
- Strus P.
- Feleszko W.
- Hwang J.H.
- Ryu D.H.
- Park S.W.
- Siqueira L.M.
- Rolnitzky L.M.
- Rickert V.I.
- Luk T.T.
- Weng X.
- Wu Y.S.
- Chan H.L.
- Lau C.Y.
- Kwong A.C.
- Lai V.W.
- Lam T.H.
- Wang M.P.
- Dunbar M.S.
- Seelam R.
- Tucker J.S.
- Rodriguez A.
- Shih R.A.
- D'Amico E.J.
- Sutanto E.
- Miller C.
- Smith D.M.
- O'Connor R.J.
- Quah A.
- Cummings K.M.
- Xu S.
- Fong G.T.
- Hyland A.
- Ouimet J.
- Yoshimi I.
- Mochizuki Y.
- Tabuchi T.
- Goniewicz M.L.
5. Conclusion
- Supplementary Table
Associations of different HTP use patterns and cigarette cessation outcomes at 6 months using complete data.
Ethics approval and consent to participate
Availability of data and materials
CRediT authorship contribution statement
Declaration of competing interest
Acknowledgements
Funding
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