Vaping vs Smoking: Systematic Review with ☸️SAIMSARA.



saimsara.com

Review Stats
Identification of studies via EPMC (titles/abstracts) Identification Screening Included Records identified:n=2179Records excluded:n=0 Records assessed for eligibilityn=2179Records excluded:n=856 Studies included in reviewn=1323 PRISMA Diagram generated by ☸️ SAIMSARA
⛛OSMA Triangle Head-to-Head (A vs B) vaping vs smoking — Outcome Legend: “Favours vaping” = left edge, “Favours smoking” = right edge; “Neutral” = vertical. Favours vaping ΣN=527702 (7%) Favours smoking ΣN=209832 (3%) Neutral ΣN=7337678 (91%) 0 ⛛OSMA Triangle generated by ☸️SAIMSARA
Outcome-Sentiment Meta-Analysis (OSMA): (LLM-only)
Frame: Head-to-Head (A vs B) • Source: Europe PMC
Comparators: A = vaping; B = smoking
Outcome: Outcome Typical timepoints: 30-day, 12-mo. Reported metrics: %, CI, p.
Common endpoints: Common endpoints: complications, recurrence, mortality.
Predictor: vaping vs smoking — exposure/predictor. Doses/units seen: 40 mg, 20mg, 20 mg. Routes seen: oral, inhaled.




1) Introduction
The landscape of nicotine consumption has undergone a significant transformation with the rise of electronic nicotine delivery systems (ENDS), commonly known as vaping, presenting a complex public health challenge alongside traditional combustible cigarette (CC) smoking. While often perceived as a less harmful alternative, the long-term health implications of vaping, its role in smoking cessation, and its impact on youth initiation remain subjects of intense debate and ongoing research. This paper synthesizes recent findings to delineate the comparative health effects, behavioral patterns, and societal perceptions associated with vaping versus smoking.

2) Aim
This paper aims to systematically review and synthesize current research comparing vaping and smoking across various health outcomes, behavioral patterns, and public health implications, drawing conclusions from the provided structured extraction summary.

3) Methods
Systematic review with multilayer AI research agent: keyword normalization, retrieval & structuring, and paper synthesis (see SAIMSARA About section for details).


4) Results
4.1 Study characteristics: The evidence base comprises a diverse range of study designs, including numerous cross-sectional studies [4, 5, 12, 13, 14, 18, 20, 31, 33, 34, 35, 36, 42, 43, 47, 49, 50, 52, 57, 58, 61, 62, 64, 65, 66, 67, 68, 72, 73, 80, 84, 85, 88, 99, 117, 118, 124, 128, 130, 133, 134, 140, 142, 143, 144, 149, 159, 170, 171, 178, 182, 183, 185, 188, 189, 192, 194, 197, 199, 201, 207, 208, 209, 219, 222, 228, 230, 234, 235, 236, 237, 243, 248, 249, 250, 251, 253, 254, 256, 257, 259, 261, 263, 265, 267, 269, 273, 275, 277, 278, 279, 281, 283, 284, 287, 288, 289, 291, 293, 296, 300, 302, 303, 304, 305, 306, 317, 318, 320, 321, 324, 325, 328, 329, 331, 334, 346, 347, 348, 360, 361, 366, 370, 373, 374, 377, 379, 381, 382, 387, 388, 389, 390, 391, 393, 394, 397, 405, 406, 407, 417, 423, 424, 425, 427, 428, 432, 433, 439, 441, 442, 444, 446, 449, 450, 451, 452, 455, 460, 463, 464, 465, 467, 472, 475, 476, 477, 492, 509, 584, 617, 631, 644, 675, 677, 697, 703, 714, 754, 765, 773, 802, 806, 841, 869, 900, 931, 936, 937, 968, 995, 1018, 1045, 1084, 1099, 1103, 1144, 1150, 1196, 1236, 1244, 1263, 1273, 1288], cohort studies [1, 2, 3, 7, 15, 22, 24, 26, 29, 35, 41, 44, 54, 60, 63, 69, 75, 81, 86, 89, 93, 95, 97, 98, 101, 104, 106, 109, 112, 114, 115, 120, 126, 130, 132, 141, 147, 148, 154, 158, 161, 162, 164, 168, 172, 173, 176, 179, 211, 214, 220, 226, 231, 234, 235, 238, 244, 246, 247, 252, 255, 259, 261, 264, 268, 274, 275, 285, 287, 289, 290, 294, 301, 305, 308, 309, 310, 311, 312, 316, 323, 326, 330, 332, 334, 336, 342, 348, 351, 353, 358, 364, 371, 373, 374, 375, 377, 386, 387, 388, 389, 390, 391, 393, 394, 395, 398, 401, 402, 403, 405, 408, 414, 415, 416, 417, 419, 421, 424, 430, 433, 437, 438, 440, 441, 444, 449, 468, 471, 540, 543, 617, 631, 641, 662, 675, 677, 754, 812, 900, 937, 968, 1012, 1045, 1107, 1144, 1170, 1225, 1231, 1244, 1263, 1273, 1276], mixed-method studies [2, 6, 16, 19, 21, 23, 25, 26, 27, 28, 30, 32, 33, 34, 37, 38, 39, 40, 41, 44, 45, 46, 48, 51, 53, 55, 56, 59, 60, 63, 64, 66, 68, 69, 70, 71, 74, 75, 76, 77, 78, 79, 80, 81, 87, 89, 90, 92, 96, 97, 98, 99, 103, 105, 107, 108, 110, 112, 113, 115, 121, 123, 127, 131, 135, 136, 137, 138, 139, 141, 143, 144, 146, 147, 149, 150, 151, 153, 155, 156, 157, 160, 162, 163, 164, 165, 166, 168, 171, 172, 174, 175, 177, 178, 180, 183, 185, 187, 190, 191, 193, 195, 196, 198, 199, 200, 202, 203, 205, 206, 209, 210, 212, 213, 214, 215, 216, 218, 221, 226, 227, 228, 229, 231, 234, 236, 238, 239, 240, 241, 242, 243, 244, 245, 247, 252, 257, 258, 260, 262, 266, 268, 269, 271, 272, 273, 274, 276, 278, 279, 282, 283, 285, 288, 289, 290, 292, 295, 298, 303, 304, 306, 307, 308, 309, 311, 312, 313, 315, 316, 317, 319, 320, 321, 322, 323, 324, 325, 326, 327, 330, 331, 332, 333, 335, 336, 337, 339, 340, 341, 344, 345, 349, 350, 352, 353, 354, 355, 357, 359, 362, 363, 365, 367, 371, 375, 376, 378, 383, 385, 386, 392, 395, 397, 399, 400, 402, 404, 409, 410, 411, 413, 414, 415, 416, 422, 423, 425, 429, 431, 434, 435, 437, 438, 440, 443, 445, 446, 453, 456, 457, 458, 459, 462, 463, 466, 469, 470, 471, 474, 476, 492, 506, 521, 522, 543, 555, 568, 617, 638, 641, 662, 695, 714, 747, 768, 812, 835, 879, 888, 896, 917, 935, 956, 1012, 1042, 1073, 1076, 1107, 1172, 1184, 1265, 1270, 1276], and synthetic/simulation studies [10, 213, 215, 301, 546]. Populations range from singleton births [1] and adolescents [3, 4, 13, 14, 16, 19, 20, 22, 32, 35, 36, 41, 45, 46, 49, 51, 52, 57, 63, 64, 69, 70, 73, 79, 84, 87, 90, 96, 99, 102, 113, 114, 118, 124, 127, 131, 139, 140, 141, 142, 143, 147, 149, 150, 158, 162, 170, 175, 189, 196, 197, 198, 207, 208, 219, 226, 230, 231, 234, 235, 236, 237, 245, 248, 251, 253, 254, 259, 261, 264, 265, 269, 271, 273, 274, 275, 281, 283, 284, 289, 291, 293, 306, 307, 312, 320, 325, 327, 328, 334, 336, 348, 352, 357, 358, 361, 362, 370, 374, 385, 389, 404, 410, 417, 422, 428, 431, 437, 438, 439, 442, 446, 449, 451, 452, 455, 459, 475, 477, 638, 677, 703, 773, 935, 1236, 1244, 1265] to adults, including specific populations like pregnant women [1, 77, 98, 302, 350, 433], cancer survivors [141, 373, 869], and those with mental health conditions or substance use disorders [12, 35, 37, 39, 64, 80, 87, 99, 107, 113, 117, 128, 162, 166, 177, 178, 183, 211, 226, 231, 238, 240, 242, 245, 246, 265, 288, 303, 305, 320, 321, 325, 328, 336, 342, 347, 360, 364, 373, 388, 393, 394, 401, 405, 417, 438, 449, 452, 469, 506, 584, 617, 631, 641, 662, 754, 802, 841, 869, 900, 936, 937, 968, 1073, 1084, 1113, 1144, 1150, 1172, 1184, 1196, 1225, 1263, 1273]. Follow-up periods vary significantly, from immediate post-intervention [6, 11, 38, 79, 110, 115, 151, 153, 156, 160, 165, 180, 200, 271, 282, 307, 318, 327, 339, 340, 375, 385, 392, 398, 400, 409, 413, 453, 470, 476, 521, 543, 568, 644, 747, 768, 896, 956, 1018, 1042, 1076, 1099, 1107, 1270] to several years [2, 3, 5, 7, 14, 22, 25, 29, 44, 60, 70, 75, 81, 86, 89, 93, 101, 109, 112, 114, 115, 120, 126, 130, 136, 140, 147, 154, 161, 168, 172, 173, 179, 189, 208, 211, 213, 214, 215, 220, 226, 235, 244, 245, 247, 250, 252, 254, 257, 261, 264, 268, 274, 275, 276, 301, 309, 310, 311, 312, 316, 323, 326, 330, 332, 334, 342, 351, 353, 358, 364, 387, 391, 393, 395, 397, 403, 408, 415, 416, 419, 424, 428, 430, 440, 450, 455, 456, 471, 546, 662, 812, 931, 968, 1012, 1231, 1276].

4.2 Main numerical result aligned to the query:
Vaping is associated with significantly reduced toxicant exposure compared to smoking. Formaldehyde and acetaldehyde levels were reduced by a median of 99.75% (range: 99.6-99.9%) compared to reference cigarette smoke [48]. Similarly, exposure to tobacco-specific nitrosamine (TSNA) metabolites, specifically urinary NNAL, was a median of 87.5% lower (range: 79-96%) in vapers compared to smokers [202].

4.3 Topic synthesis:


5) Discussion
5.1 Principal finding: Vaping is associated with significantly reduced toxicant exposure compared to smoking, with formaldehyde and acetaldehyde levels 99.6-99.9% lower and urinary NNAL 79-96% lower in vapers compared to smokers [48, 202].
5.2 Clinical implications:

5.3 Research implications / key gaps:


5.4 Limitations:


5.5 Future directions:


6) Conclusion
Vaping is associated with significantly reduced toxicant exposure compared to smoking, with formaldehyde and acetaldehyde levels 99.6-99.9% lower and urinary NNAL 79-96% lower in vapers compared to smokers [48, 202]. These findings, primarily from studies in high-income countries, suggest a potential for harm reduction when smokers completely switch to vaping. However, the reliance on self-reported data and the heterogeneity of study designs represent the most significant limitation to the certainty of these conclusions. A critical next step is to conduct robust, long-term longitudinal cohort studies comparing exclusive vaping to smoking and non-use, with objective biomarker assessments, to fully elucidate the comparative health impacts.

References
SAIMSARA Session Index — session.json

Figure 1. Publication-year distribution of included originals
Figure 1. Publication-year distribution of included originals

Figure 2. Study-design distribution of included originals
Figure 2. Study-design distribution

Figure 3. Study-type (directionality) distribution of included originals
Figure 3. Directionality distribution

Figure 4. Main extracted research topics
Figure 4. Main extracted research topics (Results)

Figure 5. Limitations of current studies (topics)
Figure 5. Limitations of current studies (topics)

Figure 6. Future research directions (topics)
Figure 6. Future research directions (topics)