| Literature DB >> 33619187 |
Jeff Dunn1,2,3,4,5, Belinda Goodwin6,2, Joanne F Aitken1,2,3,7, Sonja March2,8, Fiona Crawford-Williams2, Michael Ireland2,8, Nicholas Ralph2,5, Leah Zajdlewicz1, Arlen Rowe2,8, Suzanne K Chambers2,3,5,9.
Abstract
OBJECTIVE: To examine the health services experience of patients with cancer from regional and remote Australia using the Australian National Cancer Control Indicators (NCCI) guidelines as an assessment framework.Entities:
Keywords: adult oncology; health services administration & management; organisation of health services; quality in health care
Year: 2021 PMID: 33619187 PMCID: PMC7903096 DOI: 10.1136/bmjopen-2020-042507
Source DB: PubMed Journal: BMJ Open ISSN: 2044-6055 Impact factor: 2.692
Figure 1Recruitment flowchart. SAQ, Self-Administered Questionnaire.
Comparative fit statistics for one-factor to four-factor exploratory factor analysis solutions
| One-factor | Two-factor | Three-factor | Four-factor | |
| AIC | 3848.70 | 3784.24 | 3775.34 | 3787.09 |
| ΔAIC | – | 64.46 | 8.89 | −11.74 |
| BIC | 3916.70 | 3881.99 | 3898.59 | 3931.59 |
| ΔBIC | – | 34.71 | −16.61 | −32.99 |
| χ2 (p) | 435.96 (<0.001) | 306.55 (.001) | 207.71 (.776) | 225.45 (.368) |
| Δχ2 (p) | – | 84.76 (<0.001) | 40.37 (<0.001) | (Δχ2 is negative) |
AIC, Akaike's information criterion; BIC, Bayesian information criterion.
Exploratory factor analysis item loadings for two-factor solution
| Item | Communication and patient involvement | Provision of information and services |
| Do you think your views were taken into account when the team of doctors and nurses caring for you were discussing which treatment you should have? | 0.005 | |
| Were you involved as much as you wanted to be in decisions about your care and treatment? | −0.063 | |
| Were the possible side effects of treatment(s) explained in a way you could understand? | 0.249* | |
| When you were told you had cancer, did you understand the explanation of what was wrong with you? | 0.059 | |
| Have you been offered a written assessment and care plan? | 0.185 | |
| When you were told you had cancer, were you given written information about the type of cancer you had? | 0.075 | |
| Before you started your treatment, were you given written information about the side effects of treatment(s)? | 0.002 | |
| Were you given the name of a clinical nurse specialist who would support you through your treatment? | −0.001 |
Bold indicates the factor on which item loaded most strongly.
*Geomin rotated loadings significant at 5% level.
Participant characteristics and responses to NCCI items with chi-square and ANOVA group comparisons
| Total | Communication and patient involvement | Provision of information and services | |||||||||
| Views on treatment, n (%) | Involved in decisions, n (%) | Side effects explained, n (%) | Understand explanation, n (%) | Factor score M (SD) | Written info on type of cancer, n (%) | Assessment and care plan, | Clinical nurse support, | Written info on side effects, | Factor score M (SD) | ||
| (A) Characteristics | |||||||||||
| Gender | χ2=2.69 | χ2 =1.30 | χ2=0.32 | χ2 =0.10 | χ2 =7.88† | χ2 =0.23 | χ2 =1.05 | χ2 =1.46 | |||
| Female | 245 (52.7) | 147 (63.4) | 149 (63.4) | 156 (65.5) | 234 (97.5) | 1.17 (0.43) | 163 (70.3) | 73 (36.3) | 157 (71.7) | 199 (86.9) | 1.36 (0.46) |
| Male | 273 (47.3) | 147 (56.1) | 165 (58.4) | 182 (67.9) | 263 (97.0) | 1.11 (0.43) | 152 (58.2) | 86 (38.6) | 160 (66.4) | 209 (82.9) | 1.21 (0.48) |
| Education | χ2=16.61† | 144 (68.2) | χ2=9.70† | χ2=0.84 | χ2=3.00 | χ2=11.44† | χ2=6.39 | χ2=2.65 | |||
| Middle school (year 10) | 217 (42.3) | 146 (70.2) | 41 (55.4) | 155 (73.1) | 205 (96.7) | 1.23 (0.42) | 141 (68.1) | 85 (47.0) | 141 (75.8) | 176 (86.7) | 1.27 (0.48) |
| Senior school (year 12) | 78 (15.1) | 39 (53.4) | 117 (55.2) | 41 (53.9) | 76 (98.7) | 1.05 (0.42) | 44 (57.9) | 17 (28.3) | 47 (64.4) | 55 (78.6) | 1.07 (0.47) |
| Trade/Tertiary | 218 (42.5) | 107 (51.4) | χ2=0.06 | 139 (65.3) | 211 (97.2) | 1.08 (0.42) | 128 (62.4) | 57 (31.8) | 127 (64.8) | 172 (84.7) | 1.12 (0.46) |
| >median income | χ2=0.03 | 182 (59.7) | χ2=0.06 | χ2=2.17 | χ2=0.24 | χ2=0.44 | χ2=1.46 | χ2=1.66 | |||
| Yes | 318 (65.3) | 73 (57.5) | 144 (68.2) | 84 (67.2) | 126 (99.2) | 1.14 (0.40) | 81 (65.3) | 37 (34.9) | 77 (66.4) | 103 (88.8) | 1.17 (0.47) |
| No | 169 (34.7) | 172 (58.3) | 78 (60.9) | 204 (66.0) | 301 (96.8) | 1.13 (0.44) | 189 (62.8) | 100 (38.6) | 200 (72.5) | 248 (83.8) | 1.17 (0.48) |
| Born in Australia | χ2=0.01 | χ2=0.15 | χ2 =0.59 | χ2=1.62 | χ2 =0.55 | χ2=0.15 | χ2 =0.43 | χ2=0.85 | |||
| Yes | 413 (80.5) | 233 (59.6) | 238 (60.3) | 261 (65.6) | 387 (96.8) | 1.32 (0.44) | 246 (63.2) | 127 (38.0) | 248 (69.5) | 322 (85.4) | 1.17 (0.48) |
| No | 100 (19.5) | 58 (59.8) | 63 (62.4) | 71 (69.6) | 104 (99.0) | 1.15 (0.42) | 66 (67.3) | 30 (35.7) | 64 (66.0) | 80 (81.6) | 1.16 (0.45) |
| Full PHI cover | χ2=0.86 | χ2=0.44 | χ2=0.10 | χ2=0.96 | χ2=0.32 | χ2=0.05 | χ2=3.38 | χ2=0.85 | |||
| Yes | 91 (18.5) | 55 (64.7) | 56 (64.4) | 57 (65.5) | 85 (98.8) | 1.16 (0.24) | 55 (67.1) | 27 (36.0) | 48 (60.0) | 73 (88.0) | 1.17 (0.47) |
| No | 400 (81.5) | 224 (59.3) | 233 (60.5) | 261 (67.3) | 380 (96.9) | 1.37 (0.44) | 242 (63.7) | 120 (37.4) | 247 (70.6) | 308 (83.9) | 1.17 (0.48) |
| Cancer site | χ2=4.97 | χ2=8.65 | χ2=2.59 | χ2=1.37 | χ2=29.65† | χ2=2.81 | χ2=46.11† | χ2=17.43† | |||
| Breast | 100 (19.3) | 65 (68.4) | 66 (68.0) | 60 (61.9) | 97 (98.0) | 1.23 (0.43) | 78 (80.4) | 33 (41.3) | 87 (92.6) | 84 (92.3) | 1.36 (0.39) |
| Skin | 65 (12.6) | 38 (59.4) | 32 (50.8) | 39 (61.9) | 62 (95.4) | 1.05 (0.46) | 29 (44.6) | 19 (34.5) | 27 (48.2) | 43 (69.4) | 0.97 (0.54) |
| Head and Neck | 74 (14.3) | 39 (54.2) | 48 (66.7) | 51 (68.9) | 71 (97.3) | 1.14 (0.42) | 37 (52.9) | 26 (44.8) | 39 (66.1) | 60 (85.7) | 1.16 (0.48) |
| Prostate | 64 (12.3) | 38 (62.3) | 43 (67.2) | 43 (68.3) | 62 (98.4) | 1.20 (0.41) | 47 (75.8) | 20 (37.7) | 47 (81.0) | 49 (80.3) | 1.25 (0.45) |
| Other | 215 (41.5) | 114 (56.4) | 116 (56.3) | 145 (69.4) | 205 (97.2) | 1.10 (0.24) | 124 (62.3) | 61 (34.3) | 117 (60.6) | 172 (87.3 | 1.12 (0.46) |
| Total | 518 (100) | 294 (59.5) | 305 (60.8) | 338 (66.8) | 498 (97.3) | 1.14 (0.43) | 316 (64.0) | 159 (37.5) | 317 (68.9) | 408 (84.8) | 1.17 (0.47) |
| (B) Area-level charactoristics | |||||||||||
| SEIFA Quintile | χ2=5.29 | χ2=3.45 | χ2=4.04 | χ2=4.59 | χ2=1.30 | χ2=0.90 | χ2=5.58 | χ2=2.64 | |||
| First (lowest) | 185 (36.0) | 115 (64.2) | 110 (60.8) | 129 (71.3) | 180 (98.4) | 1.17 (0.43) | 113 (63.8) | 56 (37.3) | 118 (71.1) | 154 (88.0) | 1.20 (0.46) |
| Second | 155 (30.3) | 89 (60.5) | 93 (61.2) | 99 (65.6) | 147 (96.1) | 1.12 (0.45) | 98 (65.8) | 49 (38.9) | 90 (65.7) | 122 (82.4) | 1.16 (0.49) |
| Third | 112 (21.9) | 59 (57.3) | 59 (56.75) | 65 (60.2) | 105 (95.5) | 1.09 (0.44) | 66 (63.5) | 36 (40.9) | 71 (72.4) | 82 (83.7) | 1.17 (0.49) |
| Forth | 54 (10.6) | 25 (47.2) | 37 (69.8) | 37 (68.5) | 54 (100.0) | 1.12 (0.39) | 32 (59.3) | 17 (34.7) | 31 (64.6) | 42 (82.4) | 1.13 (0.48) |
| Fifth (highest) | 5 (1.0) | 3 (60.0) | 2 (40.0) | 3 (60.0) | 5 (100.0) | 1.04 (0.43) | 4 (80.0) | 1 (25.0) | 1 (25.0) | 3 (75.0) | 1.02 (0.041) |
| ARIA | χ2=5.22 | χ2=3.35 | χ2=4.55 | χ2=2.66 | χ2=0.99 | χ2=4.67 | χ2=2.47 | χ2=0.94 | |||
| Major city | 24 (4.7) | 9 (37.5) | 14 (58.3) | 13 (54.2) | 24 (100.0) | 1.03 (0.44) | 17 (70.8) | 10 (41.7) | 14 (63.6) | 20 (90.9) | 1.17 (0.46) |
| Inner regional | 225 (44.0) | 128 (60.7) | 140 (63.6) | 154 (70.3) | 216 (97.3) | 1.15 (0.38) | 139 (64.7) | 61 (33.5) | 133 (68.6) | 177 (83.5) | 1.16 (0.44) |
| Outer regional | 217 (42.5) | 128 (61.0) | 125 (60.4) | 140 (65.7) | 207 (96.3) | 1.12 (0.47) | 129 (62.3) | 76 (43.4) | 134 (68.0) | 172 (85.1) | 1.19 (0.52) |
| Remote | 23 (4.5) | 13 (61.9) | 12 (54.5) | 14 (66.7) | 23 (100.0) | 1.14 (0.44) | 13 (61.9) | 7 (38.9) | 14 (66.7) | 16 (84.2) | 1.17 (0.50) |
| Very remote | 22 (4.3) | 13 (61.9) | 10 (45.5) | 12 (54.5) | 21 (100.0) | 1.08 (0.43) | 15 (68.2) | 5 (27.8) | 16 (84.2) | 18 (85.7) | 1.18 (0.48) |
Mand SD reported for factor scores.
n(%) indicates the number and percentage of participants in each demographic category responding yes to item in section A and the number and percentage of participants in each area-level category responding yes to the item in section B.
*Valid percent calculated based on non-missing responses to this item.
†p<0.05 (applying family-wise errorrate adjustment for multiple χ2tests).
‡p<0.05 (applying family-wise error rate adjustment).
ARIA, Accessibility/Remoteness Index of Australia; NCCI, National Cancer Control Indicators; PHI, private health insurance; SEIFA, Socioeconomic Index for Areas.
Figure 2Visual comparison of the correlation coefficients between each health/psychosocial variable and each factor. QoL, quality of life; SCNS, Supportive Care Needs Scale.