Table 2.
Personalization provided.
| Serial # | Paper reference | Goal recommendation | Activity recommendation | Fitness partner | Educational content | Motivational content | Intervention timing |
| 1 | Vandelanotte et al [66] | Ya | Y | —b | Y | Y | — |
| 2 | Ahire et al [77] | — | Y | — | — | — | — |
| 3 | Mukhtar [6] | Uc | Y | — | — | — | Y |
| 4 | Tseng et al [76] | Y | Y | — | — | — | — |
| 5 | Storm et al [7] | — | — | — | Y | Y | — |
| 6 | Schulz et al [47] | — | — | — | — | Y | — |
| 7 | Hermens et al [54] | Y | Y | — | — | Y | Y |
| 8 | Lee et al [78] | Y | Y | — | Y | Y | — |
| 9 | Fahim et al [32] | — | Y | — | — | — | — |
| 10 | Dharia et al [56] | — | Y | Y | — | — | Y |
| 11 | Rabbi et al [45] | Y | Y | — | — | — | — |
| 12 | Twardowski et al [94] | Y | Y | — | — | — | — |
| 13 | Yom-Tov et al [9] | — | — | — | — | Y | — |
| 14 | Lim et al [86] | — | Y | — | — | — | Y |
| 15 | Cook et al [30] | — | — | — | Y | Y | — |
| 16 | Larsen et al [88] | — | — | — | Y | — | — |
| 17 | Short et al [84] | — | — | — | Y | Y | — |
| 18 | Boudreau et al [97] | — | — | — | Y | Y | — |
| 19 | Moreau et al [87] | — | — | — | Y | Y | — |
| 20 | Rajanna et al [89] | Y, U | Y | — | — | — | Y |
| 21 | Irvine et al [83] | — | Y | — | Y | U | — |
| 22 | Friederichs et al [38] | — | — | — | Y | Y | — |
| 23 | Blake et al [108] | — | — | — | — | Y | — |
| 24 | Coolbaugh et al [81] | Y | — | — | — | — | — |
| 25 | Hargreaves et al [93] | Y | — | — | — | Y, U | — |
| 26 | Williams et al [48] | Y-initially | Y | — | — | — | — |
| 27 | Kwasnicka et al [98] | — | — | — | Y | Y | — |
| 28 | Janols et al [23] | U | — | — | — | Y | — |
| 29 | Ali et al [85] | Y | Y | — | Y | — | — |
| 30 | Mistry et al [90] | — | — | — | — | Y | Y |
| 31 | Peels et al [27] | — | Y | — | Y | Y | — |
| 32 | Klein et al [3] | Y | Y | — | Y | Y | — |
| 33 | Ammann et al [79] | — | — | — | Y | Y | — |
| 34 | Pyky et al [41] | — | U | — | U | Y | — |
| 35 | Varadharajan et al [95] | Y | — | Y | — | Y | — |
| 36 | Codreanu et al [80] | Y | Y | — | — | — | — |
| 37 | Marsaux et al [35] | — | Y | — | Y | — | — |
| 38 | Alley et al [43] | Y | — | — | Y | Y | — |
| 39 | Mitchell et al [60] | Y, U | — | — | — | — | — |
| 40 | Oosterom-Calo et al [21] | — | — | — | Y | Y | — |
| 41 | De Cocker et al [64] | — | Y | — | Y | Y | — |
| 42 | Triantafyllidis et al [52] | Y | Y | — | — | Y (if required) | — |
| 43 | Dobrican et al [75] | Y | — | — | — | — | — |
| 44 | Hales et al [74] | — | — | Y | — | Indirect | — |
| 45 | Martin et al [2] | Y | — | — | Y | — | — |
| 46 | Spark et al [82] | Y, U | Y, U | — | — | Y | Y |
| 47 | Kattelmann et al [72] | U | U | — | — | Y | — |
| 48 | Partridge et al [68] | — | — | — | — | Y | — |
| 49 | Walthouwer et al [71] | — | — | — | Y | U | — |
aY: personalization present.
bPersonalization absent.
cU: unclear.